% opening :/home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad_two_twin/./groupStochObserverForCalibration.xml
% opening :/home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad_two_twin/./groupStochModel.xml
% Starting Algorithm: 
%	className: org.openda.algorithms.Dud
%	dir.: /home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad_two_twin/./algorithm
%	config.: dudWithConstr.xml
%  Algorithm  configstring = dudWithConstr.xml
% opening :/home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad_two_twin/./algorithm/dudWithConstr.xml
%  Algorithm  Dud initialized
% Application initializing finished
% Initializing application
%  Algorithm  Dud preparation
%  Algorithm  Retrieving initial parameters from model
%  Algorithm  Starting optimizer
%  Algorithm  costFunction@class=org.openda.algorithms.SimulationKwadraticCostFunction
%  Algorithm  costFunction@weakParameterConstraint=true
%  Algorithm  costFunction@factor=0.5
% ========================================================================
% no1
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{1}	=[0.05,2.5];
costWeakConstraintPenalty{1}	=0.0;
%  combined: swan1, swan2
predicted{1}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33661.66210.025812.00811.23851.59150.025172.00811.16471.53530.023152.00811.07811.46730.021612.00811.01961.39410.021152.00810.99191.3446,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33661.66210.025812.00811.23851.59150.025172.00811.16471.53530.023152.00811.07811.46730.021612.00811.01961.39410.021152.00810.99191.3446];
%  combined: swan1, swan2
observed{1}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{1}	=[0.00.00.00.00.00.00.00.00.00.0-5.999999999999339E-4-3.9999999999995595E-41.4000000000000123E-40.0-0.05459999999999998-0.026299999999999992.899999999999986E-40.0-0.0988-0.047200000000000134.399999999999994E-40.0-0.1069000000000001-0.05960000000000015.699999999999976E-40.0-0.10340000000000005-0.065499999999999895.900000000000002E-40.0-0.09819999999999995-0.06469999999999998,0.00.00.00.00.00.00.00.00.00.0-4.999999999999449E-4-2.9999999999996696E-46.0000000000001025E-50.0-0.02410000000000001-0.0140000000000000121.4999999999999736E-40.0-0.051100000000000145-0.026600000000000182.4000000000000063E-40.0-0.056499999999999995-0.0343999999999999863.2000000000000084E-40.0-0.05510000000000004-0.03833.4E-40.0-0.052100000000000035-0.03820000000000001];
%  combined: swan1, swan2
obs_stdev{1}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{1}	=3.636928023268107;
costTotal{1}	=3.636928023268107;
% SimulationKwadraticCostFunction: evaluation 1 : cost = 3.637
% Evaluating with parameters 
% swan-parameters - containing:
%    TRIAD.trfac= 0.055
%    TRIAD.cutfr= 2.5
% ========================================================================
% no2
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{2}	=[0.05500000007450581,2.5];
costWeakConstraintPenalty{2}	=0.5000000000000004;
%  combined: swan1, swan2
predicted{2}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.66190.025842.00811.22831.58430.025232.00811.14571.52390.023232.00811.06041.4540.021732.00811.00231.37940.021282.00810.97561.3298,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.66190.025842.00811.22831.58430.025232.00811.14571.52390.023232.00811.06041.4540.021732.00811.00231.37940.021282.00810.97561.3298];
%  combined: swan1, swan2
observed{2}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{2}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-1.9999999999997797E-41.1000000000000246E-40.0-0.044399999999999995-0.0191000000000001172.3000000000000104E-40.0-0.07979999999999987-0.0358000000000000543.599999999999992E-40.0-0.08920000000000006-0.046300000000000014.49999999999999E-40.0-0.08609999999999995-0.0507999999999999564.599999999999986E-40.0-0.08189999999999997-0.049900000000000055,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-9.999999999998899E-53.0000000000002247E-50.0-0.013900000000000023-0.0068000000000001398.99999999999998E-50.0-0.03210000000000002-0.0152000000000001021.6000000000000042E-40.0-0.038799999999999946-0.0210999999999998972.0000000000000226E-40.0-0.037799999999999945-0.0236000000000000652.0999999999999838E-40.0-0.035800000000000054-0.023400000000000087];
%  combined: swan1, swan2
obs_stdev{2}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{2}	=2.2625741195750364;
costTotal{2}	=2.762574119575037;
% SimulationKwadraticCostFunction: evaluation 2 : cost = 2.763
% Evaluating with parameters 
% swan-parameters - containing:
%    TRIAD.trfac= 0.05
%    TRIAD.cutfr= 2.75
% ========================================================================
% no3
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{3}	=[0.05,2.7500000037252903];
costWeakConstraintPenalty{3}	=0.5;
%  combined: swan1, swan2
predicted{3}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33651.66210.025882.00811.21231.58210.025342.00811.10481.51170.023392.00811.01341.43660.021922.00810.95621.35990.021462.00810.93161.3109,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33651.66210.025882.00811.21231.58210.025342.00811.10481.51170.023392.00811.01341.43660.021922.00810.95621.35990.021462.00810.93161.3109];
%  combined: swan1, swan2
observed{3}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{3}	=[0.00.00.00.00.00.00.00.00.00.0-4.999999999999449E-4-3.9999999999995595E-47.000000000000062E-50.0-0.02839999999999998-0.0169000000000001371.1999999999999858E-40.0-0.038899999999999935-0.0236000000000000651.999999999999988E-40.0-0.042200000000000126-0.0289000000000001482.599999999999998E-40.0-0.040000000000000036-0.0313000000000001062.79999999999999E-40.0-0.037899999999999934-0.030999999999999917,0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-4-9.999999999999593E-60.00.0020999999999999908-0.0046000000000001595-2.0000000000002655E-50.00.008799999999999919-0.00300000000000011370.00.00.008199999999999985-0.00370000000000003661.0000000000003062E-50.00.008299999999999974-0.0041000000000002152.9999999999998778E-50.00.008199999999999985-0.0044999999999999485];
%  combined: swan1, swan2
obs_stdev{3}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{3}	=0.5079591745569157;
costTotal{3}	=1.0079591745569156;
% SimulationKwadraticCostFunction: evaluation 3 : cost = 1.008
%  Algorithm  outerLoop@maxIterations=20
%  Algorithm  outerLoop@absTolerance=0.0010
%  Algorithm  outerLoop@relTolerance=0.0
%  Algorithm  lineSearch@maxIterations=5
%  Algorithm  lineSearch@maxRelStepSize=10.0
%  Algorithm  lineSearch/backtracking@startIterationNegativeLook=3
%  Algorithm  lineSearch/backtracking@shorteningFactor=0.5
% Application initialized
% Application starting next step
% ======================================================
% DUD outer iteration no.1
% ======================================================
% -----------------------------------------------------
costs{1}	=[1.0079591745569156,2.762574119575037,3.636928023268107];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.742
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 1.556E-3
%      TRIAD.cutfr= -8.325E-3
% ========================================================================
% no4
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{4}	=[0.05155648090666529,2.7416750952326168];
costWeakConstraintPenalty{4}	=0.5157074541325473;
%  combined: swan1, swan2
predicted{4}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025892.00811.20891.57980.025352.00811.10041.50860.023422.00811.0091.43290.021952.00810.95191.35590.021492.00810.92761.3069,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025892.00811.20891.57980.025352.00811.10041.50860.023422.00811.0091.43290.021952.00810.95191.35590.021492.00810.92761.3069];
%  combined: swan1, swan2
observed{4}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{4}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-46.0000000000001025E-50.0-0.025000000000000133-0.0146000000000001681.0999999999999899E-40.0-0.034499999999999975-0.0204999999999999631.7E-40.0-0.037799999999999945-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03389999999999993-0.026999999999999913,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-1.9999999999999185E-50.00.005499999999999838-0.0023000000000001908-3.0000000000002247E-50.00.0131999999999998789.999999999998899E-5-2.9999999999998778E-50.00.0126000000000001670.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012199999999999989-4.999999999999449E-4];
%  combined: swan1, swan2
obs_stdev{4}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{4}	=0.4202491257317;
costTotal{4}	=0.9359565798642473;
% SimulationKwadraticCostFunction: evaluation 4 : cost = 0.936
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{1}	=[0.004795601117807,0.12742808609019568];
parameterErrorCorrelations{1}	=[0.9999999999999998,-0.4545520850437176;-0.45455208504371736,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.2
% ======================================================
% -----------------------------------------------------
costs{2}	=[0.9359565798642473,1.0079591745569156,2.762574119575037];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.739
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 1.624E-4
%      TRIAD.cutfr= -2.564E-3
% ========================================================================
% no5
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{5}	=[0.05171888070239378,2.739110884380917];
costWeakConstraintPenalty{5}	=0.5164831222242322;
%  combined: swan1, swan2
predicted{5}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025892.00811.20861.57950.025362.00811.09981.50820.023422.00811.00811.43230.021952.00810.95121.35530.02152.00810.92691.3063,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025892.00811.20861.57950.025362.00811.09981.50820.023422.00811.00811.43230.021952.00810.95121.35530.02152.00810.92691.3063];
%  combined: swan1, swan2
observed{5}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{5}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-46.0000000000001025E-50.0-0.024699999999999944-0.014299999999999989.99999999999994E-50.0-0.03390000000000004-0.0201000000000000071.7E-40.0-0.036900000000000044-0.0245999999999999552.2999999999999757E-40.0-0.03500000000000003-0.0266999999999999462.4000000000000063E-40.0-0.033199999999999896-0.02639999999999998,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-1.9999999999999185E-50.00.005800000000000027-0.0020000000000000018-4.000000000000184E-50.00.0137999999999998124.999999999999449E-4-2.9999999999998778E-50.00.0135000000000000686.00000000000156E-4-1.9999999999999185E-50.00.0132999999999999794.999999999999449E-4-9.999999999999593E-60.00.0129000000000000239.999999999998899E-5];
%  combined: swan1, swan2
obs_stdev{5}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{5}	=0.4085010402483423;
costTotal{5}	=0.9249841624725745;
% SimulationKwadraticCostFunction: evaluation 5 : cost = 0.925
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{2}	=[0.004746672418623035,0.12698420846584454];
parameterErrorCorrelations{2}	=[1.0,-0.5169998966884681;-0.516999896688468,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.3
% ======================================================
% -----------------------------------------------------
costs{3}	=[0.9249841624725745,0.9359565798642473,1.0079591745569156];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-68.98882213250815,7.243029433277893]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.725
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= -1.806E-4
%      TRIAD.cutfr= -0.014
% ========================================================================
% no6
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{6}	=[0.051538252470262204,2.7249010933721514];
costWeakConstraintPenalty{6}	=0.4519684141755599;
%  combined: swan1, swan2
predicted{6}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10241.50930.023412.00811.011.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10241.50930.023412.00811.011.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{6}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{6}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03649999999999998-0.0212000000000001081.799999999999996E-40.0-0.03880000000000006-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011199999999999877-6.00000000000156E-4-1.9999999999999185E-50.00.011600000000000055-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{6}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{6}	=0.4375609532806599;
costTotal{6}	=0.8895293674562198;
% SimulationKwadraticCostFunction: evaluation 6 : cost = 0.89
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{3}	=[0.0046960572020393705,0.12460780419286505];
parameterErrorCorrelations{3}	=[1.0,0.13177929232917612;0.131779292329175,1.0000000000000002];
% Application starting next step
% ======================================================
% DUD outer iteration no.4
% ======================================================
% -----------------------------------------------------
costs{4}	=[0.8895293674562198,0.9249841624725745,0.9359565798642473];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[7.66863119086284,-15.125892806788851]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.629
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 7.335E-4
%      TRIAD.cutfr= -0.096
% ========================================================================
% no7
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{7}	=[0.05227172978229773,2.6292028695477403];
costWeakConstraintPenalty{7}	=0.23676216901447023;
%  combined: swan1, swan2
predicted{7}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.22181.58290.02532.00811.11971.51450.023352.00811.02611.43990.021882.00810.96861.36380.021422.00810.94351.3147,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.22181.58290.02532.00811.11971.51450.023352.00811.02611.43990.021882.00810.96861.36380.021422.00810.94351.3147];
%  combined: swan1, swan2
observed{7}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{7}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.037900000000000045-0.017700000000000051.6000000000000042E-40.0-0.05379999999999985-0.026399999999999982.4000000000000063E-40.0-0.05490000000000006-0.0322000000000000062.999999999999982E-40.0-0.0524-0.03519999999999993.1999999999999737E-40.0-0.049799999999999955-0.03479999999999994,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.007400000000000073-0.0054000000000000711.9999999999999185E-50.0-0.006099999999999994-0.0058000000000000274.000000000000184E-50.0-0.0044999999999999485-0.0069999999999998955.000000000000143E-50.0-0.0040999999999999925-0.0080000000000000076.999999999999715E-50.0-0.0037000000000000366-0.008299999999999974];
%  combined: swan1, swan2
obs_stdev{7}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{7}	=0.8185491181613309;
costTotal{7}	=1.055311287175801;
% SimulationKwadraticCostFunction: evaluation 7 : cost = 1.055
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.629
% ========================================================================
% no8
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{8}	=[0.05190499112627996,2.677051981459946];
costWeakConstraintPenalty{8}	=0.32335904729840126;
%  combined: swan1, swan2
predicted{8}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21731.58340.02532.00811.11691.51610.023342.00811.02721.44210.021862.00810.96951.36560.02142.00810.94431.3162,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21731.58340.02532.00811.11691.51610.023342.00811.02721.44210.021862.00810.96951.36560.02142.00810.94431.3162];
%  combined: swan1, swan2
observed{8}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{8}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033400000000000096-0.0181999999999999941.6000000000000042E-40.0-0.050999999999999934-0.0280000000000000252.500000000000002E-40.0-0.05599999999999994-0.0343999999999999863.1999999999999737E-40.0-0.053300000000000014-0.036999999999999923.4E-40.0-0.05059999999999998-0.0363,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0029000000000001247-0.0059000000000000161.9999999999999185E-50.0-0.0033000000000000806-0.0074000000000000735.000000000000143E-50.0-0.005599999999999827-0.0091999999999998757.000000000000062E-50.0-0.0050000000000000044-0.0098000000000000318.99999999999998E-50.0-0.0045000000000000595-0.009800000000000031];
%  combined: swan1, swan2
obs_stdev{8}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{8}	=0.8299144619470207;
costTotal{8}	=1.1532735092454218;
% SimulationKwadraticCostFunction: evaluation 8 : cost = 1.153
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no9
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{9}	=[0.051721621798271084,2.7009765374160484];
costWeakConstraintPenalty{9}	=0.38241216966282654;
%  combined: swan1, swan2
predicted{9}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21451.58270.025312.00811.11161.51450.023352.00811.02281.44040.021882.00810.96521.36360.021422.00810.94021.3143,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21451.58270.025312.00811.11161.51450.023352.00811.02281.44040.021882.00810.96521.36360.021422.00810.94021.3143];
%  combined: swan1, swan2
observed{9}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{9}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03059999999999996-0.017500000000000071.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05159999999999998-0.032699999999999952.999999999999982E-40.0-0.04899999999999993-0.034999999999999923.1999999999999737E-40.0-0.046499999999999986-0.034399999999999986,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-9.999999999998899E-5-0.00520000000000009349.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0011999999999998678-0.007499999999999845.000000000000143E-50.0-6.999999999999229E-4-0.0078000000000000296.999999999999715E-50.0-4.0000000000006697E-4-0.007900000000000018];
%  combined: swan1, swan2
obs_stdev{9}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{9}	=0.6993372268450588;
costTotal{9}	=1.0817493965078855;
% SimulationKwadraticCostFunction: evaluation 9 : cost = 1.082
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.701
% ========================================================================
% no10
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{10}	=[0.05162993713426665,2.7129388153941];
costWeakConstraintPenalty{10}	=0.41587740165065584;
%  combined: swan1, swan2
predicted{10}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21151.58050.025342.00811.10521.51020.02342.00811.01251.43440.021932.00810.95541.35760.021482.00810.93091.3086,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21151.58050.025342.00811.10521.51020.02342.00811.01251.43440.021932.00810.95541.35760.021482.00810.93091.3086];
%  combined: swan1, swan2
observed{10}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{10}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02760000000000007-0.0153000000000000911.1999999999999858E-40.0-0.03929999999999989-0.022100000000000011.899999999999992E-40.0-0.0413-0.0266999999999999462.4999999999999675E-40.0-0.03920000000000001-0.0289999999999999152.599999999999998E-40.0-0.0371999999999999-0.028699999999999948,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0028999999999999027-0.0030000000000001137-2.0000000000002655E-50.00.008399999999999963-0.0015000000000000568-9.999999999999593E-60.00.009100000000000108-0.00149999999999983480.00.00.009099999999999997-0.00180000000000002389.999999999999593E-60.00.008900000000000019-0.0021999999999999797];
%  combined: swan1, swan2
obs_stdev{10}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{10}	=0.48131615068975364;
costTotal{10}	=0.8971935523404095;
% SimulationKwadraticCostFunction: evaluation 10 : cost = 0.897
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.713
% ========================================================================
% no11
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{11}	=[0.051584094802264426,2.7189199543831255];
costWeakConstraintPenalty{11}	=0.4335946853459725;
%  combined: swan1, swan2
predicted{11}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50970.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50970.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{11}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{11}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0216000000000000641.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001000000000000112-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{11}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{11}	=0.4567841655243713;
costTotal{11}	=0.8903788508703439;
% SimulationKwadraticCostFunction: evaluation 11 : cost = 0.89
% Cost is worse! Reducing stepsize.
% Start looking in negative direction
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.719
% ========================================================================
% no12
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{12}	=[0.05151533130426109,2.7278916628666643];
costWeakConstraintPenalty{12}	=0.46140144551570456;
%  combined: swan1, swan2
predicted{12}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.211.58010.025352.00811.10251.50930.023412.00811.01061.43360.021942.00810.95351.35670.021492.00810.92911.3078,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.211.58010.025352.00811.10251.50930.023412.00811.01061.43360.021942.00810.95351.35670.021492.00810.92911.3078];
%  combined: swan1, swan2
observed{12}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{12}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.026100000000000012-0.0149000000000001351.0999999999999899E-40.0-0.036599999999999966-0.0212000000000001081.799999999999996E-40.0-0.03939999999999999-0.0259000000000000342.3999999999999716E-40.0-0.0373-0.0281000000000000142.500000000000002E-40.0-0.03539999999999999-0.027900000000000036,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0043999999999999595-0.0026000000000001577-3.0000000000002247E-50.00.011099999999999888-6.00000000000156E-4-1.9999999999999185E-50.00.01100000000000012-6.999999999999229E-4-9.999999999999593E-60.00.01100000000000001-9.000000000001229E-40.00.00.010699999999999932-0.0014000000000000679];
%  combined: swan1, swan2
obs_stdev{12}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{12}	=0.44604389040640796;
costTotal{12}	=0.9074453359221125;
% SimulationKwadraticCostFunction: evaluation 12 : cost = 0.907
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.728
% ========================================================================
% no13
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{13}	=[0.05154971305326276,2.723405808624895];
costWeakConstraintPenalty{13}	=0.4473134402368262;
%  combined: swan1, swan2
predicted{13}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{13}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{13}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{13}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{13}	=0.4370316521388212;
costTotal{13}	=0.8843450923756474;
% SimulationKwadraticCostFunction: evaluation 13 : cost = 0.884
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{4}	=[0.003787627592804299,0.2283219428584866];
parameterErrorCorrelations{4}	=[0.9999999999999998,-0.2777424255543657;-0.27774242555436524,0.9999999999999998];
% Application starting next step
% ======================================================
% DUD outer iteration no.5
% ======================================================
% -----------------------------------------------------
costs{5}	=[0.8843450923756474,0.8895293674562198,0.9249841624725745];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-108.52031199487236,-1.3996824722319685]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.706
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 9.279E-5
%      TRIAD.cutfr= -0.017
% ========================================================================
% no14
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{14}	=[0.05164249983492568,2.7064273385885294];
costWeakConstraintPenalty{14}	=0.3948540713209958;
%  combined: swan1, swan2
predicted{14}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21261.58080.025342.00811.10661.51060.02342.00811.01321.43470.021932.00810.9561.3580.021472.00810.93151.309,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21261.58080.025342.00811.10661.51060.02342.00811.01321.43470.021932.00810.9561.3580.021472.00810.93151.309];
%  combined: swan1, swan2
observed{14}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{14}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.028699999999999948-0.0156000000000000581.1999999999999858E-40.0-0.04069999999999996-0.0224999999999999641.899999999999992E-40.0-0.04200000000000015-0.0270000000000001352.4999999999999675E-40.0-0.03979999999999995-0.0294000000000000932.699999999999994E-40.0-0.037799999999999945-0.029099999999999904,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0018000000000000238-0.0033000000000000806-2.0000000000002655E-50.00.006999999999999895-0.0019000000000000128-9.999999999999593E-60.00.008399999999999963-0.00180000000000002380.00.00.008500000000000063-0.0022000000000002021.9999999999999185E-50.00.008299999999999974-0.0025999999999999357];
%  combined: swan1, swan2
obs_stdev{14}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{14}	=0.49755328238888125;
costTotal{14}	=0.8924073537098771;
% SimulationKwadraticCostFunction: evaluation 14 : cost = 0.892
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.706
% ========================================================================
% no15
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{15}	=[0.051503319662431296,2.7318950436430782];
costWeakConstraintPenalty{15}	=0.4754018761107719;
%  combined: swan1, swan2
predicted{15}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.211.58020.025352.00811.10231.50930.023412.00811.01011.43350.021942.00810.9531.35650.021492.00810.92871.3076,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.211.58020.025352.00811.10231.50930.023412.00811.01011.43350.021942.00810.9531.35650.021492.00810.92871.3076];
%  combined: swan1, swan2
observed{15}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{15}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.026100000000000012-0.0150000000000001241.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.038900000000000046-0.0258000000000000452.3999999999999716E-40.0-0.036799999999999944-0.0279000000000000362.500000000000002E-40.0-0.03499999999999992-0.027700000000000058,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0043999999999999595-0.0027000000000001467-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011500000000000066-5.999999999999339E-4-9.999999999999593E-60.00.011500000000000066-7.00000000000145E-40.00.00.011099999999999999-0.0012000000000000899];
%  combined: swan1, swan2
obs_stdev{15}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{15}	=0.4404316825514207;
costTotal{15}	=0.9158335586621926;
% SimulationKwadraticCostFunction: evaluation 15 : cost = 0.916
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.732
% ========================================================================
% no16
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{16}	=[0.05157290974867849,2.719161191115804];
costWeakConstraintPenalty{16}	=0.4337339101538613;
%  combined: swan1, swan2
predicted{16}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{16}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{16}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{16}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{16}	=0.4314159566232099;
costTotal{16}	=0.8651498667770712;
% SimulationKwadraticCostFunction: evaluation 16 : cost = 0.865
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{5}	=[0.0030795060326748044,0.24287504593833312];
parameterErrorCorrelations{5}	=[0.9999999999999998,-0.1875559042094963;-0.18755590420949664,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.6
% ======================================================
% -----------------------------------------------------
costs{6}	=[0.8651498667770712,0.8843450923756474,0.8895293674562198];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-7.621972583670653,-24.661489974191458]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.649
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 4.183E-4
%      TRIAD.cutfr= -0.071
% ========================================================================
% no17
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{17}	=[0.05199117510967892,2.648643594485506];
costWeakConstraintPenalty{17}	=0.2560549041696385;
%  combined: swan1, swan2
predicted{17}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025852.00811.22061.58430.025282.00811.12331.51810.023322.00811.03161.4440.021842.00810.97391.36770.021382.00810.94841.3184,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025852.00811.22061.58430.025282.00811.12331.51810.023322.00811.03161.4440.021842.00810.97391.36770.021382.00810.94841.3184];
%  combined: swan1, swan2
observed{17}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{17}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-49.99999999999994E-50.0-0.036699999999999955-0.0191000000000001171.799999999999996E-40.0-0.057399999999999896-0.0300000000000000272.699999999999994E-40.0-0.06040000000000012-0.03633.4E-40.0-0.057699999999999974-0.039099999999999913.599999999999992E-40.0-0.05469999999999997-0.03849999999999998,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-41.9999999999999185E-50.0-0.006199999999999983-0.0068000000000001393.999999999999837E-50.0-0.009700000000000042-0.0094000000000000757.000000000000062E-50.0-0.010000000000000009-0.0110999999999998889.000000000000327E-50.0-0.009399999999999964-0.0119000000000000221.0999999999999899E-40.0-0.008600000000000052-0.01200000000000001];
%  combined: swan1, swan2
obs_stdev{17}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{17}	=0.9923916030270955;
costTotal{17}	=1.248446507196734;
% SimulationKwadraticCostFunction: evaluation 17 : cost = 1.248
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.649
% ========================================================================
% no18
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{18}	=[0.05136377706817827,2.7544199894309527];
costWeakConstraintPenalty{18}	=0.5550339894688446;
%  combined: swan1, swan2
predicted{18}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025892.00811.20781.57960.025362.00811.09811.5080.023422.00811.00671.43210.021962.00810.94971.3550.02152.00810.92551.306,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025892.00811.20781.57960.025362.00811.09811.5080.023422.00811.00671.43210.021962.00810.94971.3550.02152.00810.92551.306];
%  combined: swan1, swan2
observed{18}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{18}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-46.0000000000001025E-50.0-0.023900000000000032-0.0143999999999999689.99999999999994E-50.0-0.032200000000000006-0.019900000000000031.7E-40.0-0.035499999999999976-0.0243999999999999772.1999999999999797E-40.0-0.033499999999999974-0.026399999999999982.4000000000000063E-40.0-0.03179999999999994-0.026100000000000012,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-1.9999999999999185E-50.00.006599999999999939-0.0020999999999999908-4.000000000000184E-50.00.0154999999999998476.999999999999229E-4-2.9999999999998778E-50.00.0149000000000001358.000000000001339E-4-2.9999999999998778E-50.00.0148000000000000357.999999999999119E-4-9.999999999999593E-60.00.014299999999999983.9999999999995595E-4];
%  combined: swan1, swan2
obs_stdev{18}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{18}	=0.39197810877501754;
costTotal{18}	=0.9470120982438621;
% SimulationKwadraticCostFunction: evaluation 18 : cost = 0.947
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.754
% ========================================================================
% no19
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{19}	=[0.051677476088928594,2.7015317919582293];
costWeakConstraintPenalty{19}	=0.38119901457708755;
%  combined: swan1, swan2
predicted{19}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21461.58270.025312.00811.11181.51450.023352.00811.02291.44050.021872.00810.96531.36370.021422.00810.94031.3144,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21461.58270.025312.00811.11181.51450.023352.00811.02291.44050.021872.00810.96531.36370.021422.00810.94031.3144];
%  combined: swan1, swan2
observed{19}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{19}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03069999999999995-0.017500000000000071.5000000000000083E-40.0-0.04589999999999983-0.026399999999999982.4000000000000063E-40.0-0.05169999999999997-0.032799999999999943.099999999999978E-40.0-0.04910000000000003-0.035099999999999913.1999999999999737E-40.0-0.046599999999999975-0.034499999999999975,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-1.9999999999997797E-4-0.00520000000000009349.999999999999593E-60.00.0018000000000000238-0.0058000000000000274.000000000000184E-50.0-0.0012999999999998568-0.0075999999999998296.0000000000001025E-50.0-8.000000000000229E-4-0.0079000000000000186.999999999999715E-50.0-5.00000000000056E-4-0.008000000000000007];
%  combined: swan1, swan2
obs_stdev{19}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{19}	=0.703506918774687;
costTotal{19}	=1.0847059333517746;
% SimulationKwadraticCostFunction: evaluation 19 : cost = 1.085
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.702
% ========================================================================
% no20
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{20}	=[0.051520626578553434,2.7279758906945912];
costWeakConstraintPenalty{20}	=0.46203014396242853;
%  combined: swan1, swan2
predicted{20}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.211.58010.025352.00811.10251.50930.023412.00811.01051.43360.021942.00810.95351.35670.021492.00810.92911.3078,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.211.58010.025352.00811.10251.50930.023412.00811.01051.43360.021942.00810.95351.35670.021492.00810.92911.3078];
%  combined: swan1, swan2
observed{20}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{20}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.026100000000000012-0.0149000000000001351.0999999999999899E-40.0-0.036599999999999966-0.0212000000000001081.799999999999996E-40.0-0.0393-0.0259000000000000342.3999999999999716E-40.0-0.0373-0.0281000000000000142.500000000000002E-40.0-0.03539999999999999-0.027900000000000036,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0043999999999999595-0.0026000000000001577-3.0000000000002247E-50.00.011099999999999888-6.00000000000156E-4-1.9999999999999185E-50.00.01110000000000011-6.999999999999229E-4-9.999999999999593E-60.00.01100000000000001-9.000000000001229E-40.00.00.010699999999999932-0.0014000000000000679];
%  combined: swan1, swan2
obs_stdev{20}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{20}	=0.4457325833877926;
costTotal{20}	=0.9077627273502211;
% SimulationKwadraticCostFunction: evaluation 20 : cost = 0.908
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.728
% ========================================================================
% no21
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{21}	=[0.051599051333741014,2.7147538413264103];
costWeakConstraintPenalty{21}	=0.4200929897546234;
%  combined: swan1, swan2
predicted{21}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21151.58050.025342.00811.10521.51020.02342.00811.01261.43450.021932.00810.95541.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21151.58050.025342.00811.10521.51020.02342.00811.01261.43450.021932.00810.95541.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{21}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{21}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02760000000000007-0.0153000000000000911.1999999999999858E-40.0-0.03929999999999989-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.03920000000000001-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0028999999999999027-0.0030000000000001137-2.0000000000002655E-50.00.008399999999999963-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009099999999999997-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{21}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{21}	=0.48253987025767486;
costTotal{21}	=0.9026328600122983;
% SimulationKwadraticCostFunction: evaluation 21 : cost = 0.903
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.715
% ========================================================================
% no22
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{22}	=[0.05155983895614722,2.7213648660105005];
costWeakConstraintPenalty{22}	=0.44068116947974134;
%  combined: swan1, swan2
predicted{22}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95251.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95251.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{22}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{22}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.0363-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.01200000000000001-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{22}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{22}	=0.4317182675132719;
costTotal{22}	=0.8723994369930133;
% SimulationKwadraticCostFunction: evaluation 22 : cost = 0.872
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.721
% ========================================================================
% no23
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{23}	=[0.05157944514494412,2.718059353668455];
costWeakConstraintPenalty{23}	=0.4302919802724859;
%  combined: swan1, swan2
predicted{23}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01111.43390.021942.00810.9541.3570.021482.00810.92961.308,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01111.43390.021942.00810.9541.3570.021482.00810.92961.308];
%  combined: swan1, swan2
observed{23}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{23}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03990000000000016-0.02622.3999999999999716E-40.0-0.037799999999999945-0.028399999999999982.599999999999998E-40.0-0.03589999999999993-0.028100000000000014,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010499999999999954-9.999999999998899E-4-9.999999999999593E-60.00.010500000000000065-0.00120000000000008999.999999999999593E-60.00.010199999999999987-0.0016000000000000458];
%  combined: swan1, swan2
obs_stdev{23}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{23}	=0.45934465426727317;
costTotal{23}	=0.889636634539759;
% SimulationKwadraticCostFunction: evaluation 23 : cost = 0.89
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{6}	=[0.0018268549317459841,0.22396140009002238];
parameterErrorCorrelations{6}	=[1.0,-0.915808471363519;-0.9158084713635201,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.7
% ======================================================
% -----------------------------------------------------
costs{7}	=[0.8651498667770712,0.8843450923756474,0.889636634539759];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.86498946328989,-1.4847882726744954]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.293E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no24
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{24}	=[0.05180224448189287,2.677158796246731];
costWeakConstraintPenalty{24}	=0.3160436067321587;
%  combined: swan1, swan2
predicted{24}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51630.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51630.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{24}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{24}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0282000000000000032.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0076000000000000515.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{24}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{24}	=0.8381490622343379;
costTotal{24}	=1.1541926689664965;
% SimulationKwadraticCostFunction: evaluation 24 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no25
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{25}	=[0.05145824238207129,2.74016238855034];
costWeakConstraintPenalty{25}	=0.5039531848720399;
%  combined: swan1, swan2
predicted{25}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{25}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{25}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{25}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{25}	=0.42057226335863734;
costTotal{25}	=0.9245254482306773;
% SimulationKwadraticCostFunction: evaluation 25 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no26
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{26}	=[0.05163024343198208,2.7086605923985356];
costWeakConstraintPenalty{26}	=0.4014678035466036;
%  combined: swan1, swan2
predicted{26}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{26}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{26}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{26}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{26}	=0.7077274349149455;
costTotal{26}	=1.109195238461549;
% SimulationKwadraticCostFunction: evaluation 26 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no27
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{27}	=[0.05154424290702669,2.724411490474438];
costWeakConstraintPenalty{27}	=0.4505778461454479;
%  combined: swan1, swan2
predicted{27}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{27}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{27}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{27}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{27}	=0.4370316521388212;
costTotal{27}	=0.887609498284269;
% SimulationKwadraticCostFunction: evaluation 27 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no28
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{28}	=[0.05158724316950439,2.7165360414364867];
costWeakConstraintPenalty{28}	=0.42548966283005757;
%  combined: swan1, swan2
predicted{28}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{28}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{28}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{28}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{28}	=0.48344204330006935;
costTotal{28}	=0.908931706130127;
% SimulationKwadraticCostFunction: evaluation 28 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no29
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{29}	=[0.05156574303826554,2.7204737659554623];
costWeakConstraintPenalty{29}	=0.4379004639837609;
%  combined: swan1, swan2
predicted{29}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{29}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{29}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{29}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{29}	=0.4314159566232099;
costTotal{29}	=0.8693164206069708;
% SimulationKwadraticCostFunction: evaluation 29 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no30
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{30}	=[0.051576493103884964,2.7185049036959743];
costWeakConstraintPenalty{30}	=0.4316617407809104;
%  combined: swan1, swan2
predicted{30}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{30}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{30}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{30}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{30}	=0.45688654583228583;
costTotal{30}	=0.8885482866131962;
% SimulationKwadraticCostFunction: evaluation 30 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{7}	=[0.001204698785574988,0.21950891161022562];
parameterErrorCorrelations{7}	=[1.0,-0.9999725196767558;-0.9999725196767558,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.8
% ======================================================
% -----------------------------------------------------
costs{8}	=[0.8651498667770712,0.8843450923756474,0.8885482866131962];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.536563404866065,-1.9289975654340275]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no31
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{31}	=[0.051802984821710335,2.677061511895629];
costWeakConstraintPenalty{31}	=0.31582130789227636;
%  combined: swan1, swan2
predicted{31}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{31}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{31}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{31}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{31}	=0.8379887724851468;
costTotal{31}	=1.1538100803774232;
% SimulationKwadraticCostFunction: evaluation 31 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no32
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{32}	=[0.05145787221216256,2.740211030725891];
costWeakConstraintPenalty{32}	=0.5041185269751721;
%  combined: swan1, swan2
predicted{32}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{32}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{32}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{32}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{32}	=0.42057226335863734;
costTotal{32}	=0.9246907903338095;
% SimulationKwadraticCostFunction: evaluation 32 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no33
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{33}	=[0.05163042851693645,2.70863627131076];
costWeakConstraintPenalty{33}	=0.40139868066583484;
%  combined: swan1, swan2
predicted{33}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{33}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{33}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{33}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{33}	=0.7077274349149455;
costTotal{33}	=1.1091261155807803;
% SimulationKwadraticCostFunction: evaluation 33 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no34
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{34}	=[0.051544150364549506,2.7244236510183257];
costWeakConstraintPenalty{34}	=0.450615794628532;
%  combined: swan1, swan2
predicted{34}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{34}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{34}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{34}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{34}	=0.4370316521388212;
costTotal{34}	=0.8876474467673532;
% SimulationKwadraticCostFunction: evaluation 34 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no35
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{35}	=[0.05158728944074298,2.716529961164543];
costWeakConstraintPenalty{35}	=0.4254715353491911;
%  combined: swan1, swan2
predicted{35}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{35}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{35}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{35}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{35}	=0.48344204330006935;
costTotal{35}	=0.9089135786492604;
% SimulationKwadraticCostFunction: evaluation 35 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no36
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{36}	=[0.051565719902646245,2.720476806091434];
costWeakConstraintPenalty{36}	=0.43790973941436273;
%  combined: swan1, swan2
predicted{36}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{36}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{36}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{36}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{36}	=0.4314159566232099;
costTotal{36}	=0.8693256960375726;
% SimulationKwadraticCostFunction: evaluation 36 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no37
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{37}	=[0.05157650467169461,2.7185033836279886];
costWeakConstraintPenalty{37}	=0.43165715598815235;
%  combined: swan1, swan2
predicted{37}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{37}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{37}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{37}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{37}	=0.45688654583228583;
costTotal{37}	=0.8885437018204382;
% SimulationKwadraticCostFunction: evaluation 37 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{8}	=[0.0011841027337478353,0.2166775975890932];
parameterErrorCorrelations{8}	=[1.0,-0.9999999986267073;-0.9999999986267074,0.9999999999999998];
% Application starting next step
% ======================================================
% DUD outer iteration no.9
% ======================================================
% -----------------------------------------------------
costs{9}	=[0.8651498667770712,0.8843450923756474,0.8885437018204382];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.53733154853869,-1.9286584436557002]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no38
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{38}	=[0.0518029790878936,2.6770622460802627];
costWeakConstraintPenalty{38}	=0.3158229743112743;
%  combined: swan1, swan2
predicted{38}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{38}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{38}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{38}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{38}	=0.8379887724851468;
costTotal{38}	=1.153811746796421;
% SimulationKwadraticCostFunction: evaluation 38 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no39
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{39}	=[0.05145787507907093,2.7402106636335746];
costWeakConstraintPenalty{39}	=0.5041172832859139;
%  combined: swan1, swan2
predicted{39}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{39}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{39}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{39}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{39}	=0.42057226335863734;
costTotal{39}	=0.9246895466445513;
% SimulationKwadraticCostFunction: evaluation 39 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no40
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{40}	=[0.05163042708348227,2.7086364548569186];
costWeakConstraintPenalty{40}	=0.40139919989052564;
%  combined: swan1, swan2
predicted{40}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{40}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{40}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{40}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{40}	=0.7077274349149455;
costTotal{40}	=1.1091266348054711;
% SimulationKwadraticCostFunction: evaluation 40 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no41
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{41}	=[0.0515441510812766,2.7244235592452464];
costWeakConstraintPenalty{41}	=0.45061550936120176;
%  combined: swan1, swan2
predicted{41}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{41}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{41}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{41}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{41}	=0.4370316521388212;
costTotal{41}	=0.887647161500023;
% SimulationKwadraticCostFunction: evaluation 41 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no42
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{42}	=[0.05158728908237943,2.7165300070510825];
costWeakConstraintPenalty{42}	=0.42547167156910914;
%  combined: swan1, swan2
predicted{42}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{42}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{42}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{42}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{42}	=0.48344204330006935;
costTotal{42}	=0.9089137148691785;
% SimulationKwadraticCostFunction: evaluation 42 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no43
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{43}	=[0.05156572008182801,2.7204767831481647];
costWeakConstraintPenalty{43}	=0.4379096697009675;
%  combined: swan1, swan2
predicted{43}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{43}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{43}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{43}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{43}	=0.4314159566232099;
costTotal{43}	=0.8693256263241774;
% SimulationKwadraticCostFunction: evaluation 43 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no44
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{44}	=[0.05157650458210372,2.7185033950996234];
costWeakConstraintPenalty{44}	=0.4316571904439905;
%  combined: swan1, swan2
predicted{44}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{44}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{44}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{44}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{44}	=0.45688654583228583;
costTotal{44}	=0.8885437362762763;
% SimulationKwadraticCostFunction: evaluation 44 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{9}	=[0.0011841508056095597,0.2166802636879922];
parameterErrorCorrelations{9}	=[1.0,-0.9999999999999065;-0.9999999999999066,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.10
% ======================================================
% -----------------------------------------------------
costs{10}	=[0.8651498667770712,0.8843450923756474,0.8885437362762763];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.53732584171267,-1.92866090011504]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no45
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{45}	=[0.051802979132471776,2.6770622405213285];
costWeakConstraintPenalty{45}	=0.3158229617777777;
%  combined: swan1, swan2
predicted{45}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{45}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{45}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{45}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{45}	=0.8379887724851468;
costTotal{45}	=1.1538117342629244;
% SimulationKwadraticCostFunction: evaluation 45 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no46
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{46}	=[0.05145787505678184,2.7402106664130415];
costWeakConstraintPenalty{46}	=0.5041172926686467;
%  combined: swan1, swan2
predicted{46}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{46}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{46}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{46}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{46}	=0.42057226335863734;
costTotal{46}	=0.9246895560272841;
% SimulationKwadraticCostFunction: evaluation 46 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no47
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{47}	=[0.05163042709462681,2.708636453467185];
costWeakConstraintPenalty{47}	=0.40139919597815477;
%  combined: swan1, swan2
predicted{47}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{47}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{47}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{47}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{47}	=0.7077274349149455;
costTotal{47}	=1.1091266308931003;
% SimulationKwadraticCostFunction: evaluation 47 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no48
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{48}	=[0.05154415107570433,2.724423559940113];
costWeakConstraintPenalty{48}	=0.4506155115121363;
%  combined: swan1, swan2
predicted{48}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{48}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{48}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{48}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{48}	=0.4370316521388212;
costTotal{48}	=0.8876471636509575;
% SimulationKwadraticCostFunction: evaluation 48 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no49
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{49}	=[0.05158728908516557,2.7165300067036493];
costWeakConstraintPenalty{49}	=0.42547167054233026;
%  combined: swan1, swan2
predicted{49}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{49}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{49}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{49}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{49}	=0.48344204330006935;
costTotal{49}	=0.9089137138423996;
% SimulationKwadraticCostFunction: evaluation 49 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no50
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{50}	=[0.051565720080434946,2.7204767833218813];
costWeakConstraintPenalty{50}	=0.437909670226529;
%  combined: swan1, swan2
predicted{50}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{50}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{50}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{50}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{50}	=0.4314159566232099;
costTotal{50}	=0.8693256268497389;
% SimulationKwadraticCostFunction: evaluation 50 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no51
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{51}	=[0.051576504582800255,2.7185033950127653];
costWeakConstraintPenalty{51}	=0.4316571901842534;
%  combined: swan1, swan2
predicted{51}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{51}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{51}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{51}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{51}	=0.45688654583228583;
costTotal{51}	=0.8885437360165392;
% SimulationKwadraticCostFunction: evaluation 51 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{10}	=[0.0011841504206015856,0.21668024381059126];
parameterErrorCorrelations{10}	=[1.0,-0.9999999999999999;-0.9999999999999999,0.9999999999999997];
% Application starting next step
% ======================================================
% DUD outer iteration no.11
% ======================================================
% -----------------------------------------------------
costs{11}	=[0.8651498667770712,0.8843450923756474,0.8885437360165392];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.53732588421221,-1.9286608823306883]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no52
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{52}	=[0.05180297913212381,2.677062240563572];
costWeakConstraintPenalty{52}	=0.31582296187235853;
%  combined: swan1, swan2
predicted{52}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{52}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{52}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{52}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{52}	=0.8379887724851468;
costTotal{52}	=1.1538117343575054;
% SimulationKwadraticCostFunction: evaluation 52 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no53
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{53}	=[0.05145787505695583,2.7402106663919197];
costWeakConstraintPenalty{53}	=0.504117292597614;
%  combined: swan1, swan2
predicted{53}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{53}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{53}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{53}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{53}	=0.42057226335863734;
costTotal{53}	=0.9246895559562514;
% SimulationKwadraticCostFunction: evaluation 53 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no54
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{54}	=[0.05163042709453982,2.708636453477746];
costWeakConstraintPenalty{54}	=0.4013991960077355;
%  combined: swan1, swan2
predicted{54}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{54}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{54}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{54}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{54}	=0.7077274349149455;
costTotal{54}	=1.109126630922681;
% SimulationKwadraticCostFunction: evaluation 54 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no55
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{55}	=[0.05154415107574782,2.724423559934833];
costWeakConstraintPenalty{55}	=0.4506155114958626;
%  combined: swan1, swan2
predicted{55}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{55}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{55}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{55}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{55}	=0.4370316521388212;
costTotal{55}	=0.8876471636346839;
% SimulationKwadraticCostFunction: evaluation 55 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no56
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{56}	=[0.05158728908514382,2.7165300067062894];
costWeakConstraintPenalty{56}	=0.4254716705500957;
%  combined: swan1, swan2
predicted{56}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{56}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{56}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{56}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{56}	=0.48344204330006935;
costTotal{56}	=0.9089137138501651;
% SimulationKwadraticCostFunction: evaluation 56 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no57
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{57}	=[0.05156572008044582,2.720476783320561];
costWeakConstraintPenalty{57}	=0.43790967022255256;
%  combined: swan1, swan2
predicted{57}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{57}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{57}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{57}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{57}	=0.4314159566232099;
costTotal{57}	=0.8693256268457625;
% SimulationKwadraticCostFunction: evaluation 57 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no58
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{58}	=[0.05157650458279482,2.718503395013425];
costWeakConstraintPenalty{58}	=0.43165719018621795;
%  combined: swan1, swan2
predicted{58}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{58}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{58}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{58}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{58}	=0.45688654583228583;
costTotal{58}	=0.8885437360185038;
% SimulationKwadraticCostFunction: evaluation 58 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{11}	=[0.0011841504236931187,0.21668024395917584];
parameterErrorCorrelations{11}	=[1.0000000000000002,-1.0;-1.0000000000000002,1.0000000000000002];
% Application starting next step
% ======================================================
% DUD outer iteration no.12
% ======================================================
% -----------------------------------------------------
costs{12}	=[0.8651498667770712,0.8843450923756474,0.8885437360185038];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883894816,-1.9286608824594849]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no59
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{59}	=[0.05180297913212653,2.6770622405632496];
costWeakConstraintPenalty{59}	=0.31582296187164133;
%  combined: swan1, swan2
predicted{59}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{59}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{59}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{59}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{59}	=0.8379887724851468;
costTotal{59}	=1.1538117343567882;
% SimulationKwadraticCostFunction: evaluation 59 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no60
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{60}	=[0.05145787505695446,2.740210666392081];
costWeakConstraintPenalty{60}	=0.5041172925981537;
%  combined: swan1, swan2
predicted{60}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{60}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{60}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{60}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{60}	=0.42057226335863734;
costTotal{60}	=0.9246895559567911;
% SimulationKwadraticCostFunction: evaluation 60 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no61
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{61}	=[0.0516304270945405,2.7086364534776655];
costWeakConstraintPenalty{61}	=0.40139919600751156;
%  combined: swan1, swan2
predicted{61}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{61}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{61}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{61}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{61}	=0.7077274349149455;
costTotal{61}	=1.109126630922457;
% SimulationKwadraticCostFunction: evaluation 61 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no62
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{62}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{62}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{62}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{62}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{62}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{62}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{62}	=0.4370316521388212;
costTotal{62}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 62 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no63
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{63}	=[0.05158728908514399,2.716530006706269];
costWeakConstraintPenalty{63}	=0.4254716705500359;
%  combined: swan1, swan2
predicted{63}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{63}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{63}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{63}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{63}	=0.48344204330006935;
costTotal{63}	=0.9089137138501052;
% SimulationKwadraticCostFunction: evaluation 63 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no64
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{64}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{64}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{64}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{64}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{64}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{64}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{64}	=0.4314159566232099;
costTotal{64}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 64 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no65
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{65}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{65}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{65}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{65}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{65}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{65}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{65}	=0.45688654583228583;
costTotal{65}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 65 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{12}	=[0.0011841504236682612,0.2166802439580618];
parameterErrorCorrelations{12}	=[0.9999999999999998,-1.0;-0.9999999999999999,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.13
% ======================================================
% -----------------------------------------------------
costs{13}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no66
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{66}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{66}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{66}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{66}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{66}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{66}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{66}	=0.8379887724851468;
costTotal{66}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 66 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no67
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{67}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{67}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{67}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{67}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{67}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{67}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{67}	=0.42057226335863734;
costTotal{67}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 67 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no68
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{68}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{68}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{68}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{68}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{68}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{68}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{68}	=0.7077274349149455;
costTotal{68}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 68 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no69
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{69}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{69}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{69}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{69}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{69}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{69}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{69}	=0.4370316521388212;
costTotal{69}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 69 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no70
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{70}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{70}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{70}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{70}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{70}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{70}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{70}	=0.48344204330006935;
costTotal{70}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 70 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no71
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{71}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{71}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{71}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{71}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{71}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{71}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{71}	=0.4314159566232099;
costTotal{71}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 71 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no72
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{72}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{72}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{72}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{72}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{72}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{72}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{72}	=0.45688654583228583;
costTotal{72}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 72 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{13}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{13}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.14
% ======================================================
% -----------------------------------------------------
costs{14}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no73
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{73}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{73}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{73}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{73}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{73}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{73}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{73}	=0.8379887724851468;
costTotal{73}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 73 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no74
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{74}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{74}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{74}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{74}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{74}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{74}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{74}	=0.42057226335863734;
costTotal{74}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 74 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no75
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{75}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{75}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{75}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{75}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{75}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{75}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{75}	=0.7077274349149455;
costTotal{75}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 75 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no76
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{76}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{76}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{76}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{76}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{76}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{76}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{76}	=0.4370316521388212;
costTotal{76}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 76 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no77
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{77}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{77}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{77}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{77}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{77}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{77}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{77}	=0.48344204330006935;
costTotal{77}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 77 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no78
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{78}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{78}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{78}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{78}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{78}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{78}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{78}	=0.4314159566232099;
costTotal{78}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 78 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no79
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{79}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{79}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{79}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{79}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{79}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{79}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{79}	=0.45688654583228583;
costTotal{79}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 79 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{14}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{14}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.15
% ======================================================
% -----------------------------------------------------
costs{15}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no80
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{80}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{80}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{80}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{80}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{80}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{80}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{80}	=0.8379887724851468;
costTotal{80}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 80 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no81
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{81}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{81}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{81}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{81}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{81}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{81}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{81}	=0.42057226335863734;
costTotal{81}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 81 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no82
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{82}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{82}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{82}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{82}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{82}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{82}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{82}	=0.7077274349149455;
costTotal{82}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 82 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no83
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{83}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{83}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{83}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{83}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{83}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{83}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{83}	=0.4370316521388212;
costTotal{83}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 83 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no84
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{84}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{84}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{84}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{84}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{84}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{84}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{84}	=0.48344204330006935;
costTotal{84}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 84 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no85
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{85}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{85}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{85}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{85}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{85}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{85}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{85}	=0.4314159566232099;
costTotal{85}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 85 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no86
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{86}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{86}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{86}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{86}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{86}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{86}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{86}	=0.45688654583228583;
costTotal{86}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 86 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{15}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{15}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.16
% ======================================================
% -----------------------------------------------------
costs{16}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no87
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{87}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{87}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{87}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{87}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{87}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{87}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{87}	=0.8379887724851468;
costTotal{87}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 87 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no88
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{88}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{88}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{88}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{88}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{88}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{88}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{88}	=0.42057226335863734;
costTotal{88}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 88 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no89
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{89}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{89}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{89}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{89}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{89}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{89}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{89}	=0.7077274349149455;
costTotal{89}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 89 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no90
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{90}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{90}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{90}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{90}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{90}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{90}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{90}	=0.4370316521388212;
costTotal{90}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 90 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no91
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{91}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{91}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{91}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{91}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{91}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{91}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{91}	=0.48344204330006935;
costTotal{91}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 91 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no92
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{92}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{92}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{92}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{92}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{92}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{92}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{92}	=0.4314159566232099;
costTotal{92}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 92 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no93
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{93}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{93}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{93}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{93}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{93}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{93}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{93}	=0.45688654583228583;
costTotal{93}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 93 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{16}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{16}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.17
% ======================================================
% -----------------------------------------------------
costs{17}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no94
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{94}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{94}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{94}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{94}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{94}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{94}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{94}	=0.8379887724851468;
costTotal{94}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 94 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no95
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{95}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{95}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{95}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{95}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{95}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{95}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{95}	=0.42057226335863734;
costTotal{95}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 95 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no96
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{96}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{96}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{96}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{96}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{96}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{96}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{96}	=0.7077274349149455;
costTotal{96}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 96 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no97
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{97}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{97}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{97}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{97}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{97}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{97}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{97}	=0.4370316521388212;
costTotal{97}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 97 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no98
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{98}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{98}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{98}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{98}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{98}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{98}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{98}	=0.48344204330006935;
costTotal{98}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 98 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no99
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{99}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{99}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{99}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{99}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{99}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{99}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{99}	=0.4314159566232099;
costTotal{99}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 99 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no100
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{100}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{100}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{100}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{100}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{100}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{100}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{100}	=0.45688654583228583;
costTotal{100}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 100 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{17}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{17}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.18
% ======================================================
% -----------------------------------------------------
costs{18}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no101
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{101}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{101}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{101}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{101}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{101}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{101}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{101}	=0.8379887724851468;
costTotal{101}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 101 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no102
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{102}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{102}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{102}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{102}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{102}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{102}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{102}	=0.42057226335863734;
costTotal{102}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 102 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no103
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{103}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{103}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{103}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{103}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{103}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{103}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{103}	=0.7077274349149455;
costTotal{103}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 103 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no104
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{104}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{104}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{104}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{104}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{104}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{104}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{104}	=0.4370316521388212;
costTotal{104}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 104 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no105
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{105}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{105}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{105}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{105}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{105}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{105}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{105}	=0.48344204330006935;
costTotal{105}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 105 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no106
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{106}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{106}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{106}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{106}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{106}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{106}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{106}	=0.4314159566232099;
costTotal{106}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 106 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no107
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{107}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{107}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{107}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{107}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{107}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{107}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{107}	=0.45688654583228583;
costTotal{107}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 107 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{18}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{18}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.19
% ======================================================
% -----------------------------------------------------
costs{19}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no108
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{108}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{108}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{108}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{108}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{108}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{108}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{108}	=0.8379887724851468;
costTotal{108}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 108 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no109
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{109}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{109}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{109}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{109}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{109}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{109}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{109}	=0.42057226335863734;
costTotal{109}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 109 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no110
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{110}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{110}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{110}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{110}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{110}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{110}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{110}	=0.7077274349149455;
costTotal{110}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 110 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no111
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{111}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{111}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{111}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{111}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{111}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{111}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{111}	=0.4370316521388212;
costTotal{111}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 111 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no112
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{112}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{112}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{112}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{112}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{112}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{112}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{112}	=0.48344204330006935;
costTotal{112}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 112 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no113
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{113}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{113}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{113}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{113}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{113}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{113}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{113}	=0.4314159566232099;
costTotal{113}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 113 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no114
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{114}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{114}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{114}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{114}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{114}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{114}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{114}	=0.45688654583228583;
costTotal{114}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 114 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{19}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{19}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% Application starting next step
% ======================================================
% DUD outer iteration no.20
% ======================================================
% -----------------------------------------------------
costs{20}	=[0.8651498667770712,0.8843450923756474,0.8885437360184893];
% -----------------------------------------------------
% Start search until improvement,
% % Reducing stepsize! Relative step was:[-36.537325883897125,-1.928660882458595]
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.301E-4
%      TRIAD.cutfr= -0.042
% ========================================================================
% no115
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{115}	=[0.05180297913212651,2.6770622405632523];
costWeakConstraintPenalty{115}	=0.31582296187164743;
%  combined: swan1, swan2
predicted{115}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025862.00811.21751.58350.02532.00811.11721.51620.023342.00811.02741.44230.021862.00810.96971.36580.02142.00810.94451.3165];
%  combined: swan1, swan2
observed{115}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{115}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.99999999999998E-50.0-0.033600000000000074-0.0182999999999999831.6000000000000042E-40.0-0.0512999999999999-0.0281000000000000142.500000000000002E-40.0-0.05620000000000014-0.0345999999999999643.1999999999999737E-40.0-0.05349999999999999-0.03719999999999993.4E-40.0-0.050799999999999956-0.036599999999999966,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-49.999999999999593E-60.0-0.0031000000000001027-0.0060000000000000051.9999999999999185E-50.0-0.0036000000000000476-0.0075000000000000625.000000000000143E-50.0-0.005800000000000027-0.0093999999999998537.000000000000062E-50.0-0.005199999999999982-0.0100000000000000098.99999999999998E-50.0-0.0047000000000000375-0.010099999999999998];
%  combined: swan1, swan2
obs_stdev{115}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{115}	=0.8379887724851468;
costTotal{115}	=1.1538117343567942;
% SimulationKwadraticCostFunction: evaluation 115 : cost = 1.154
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.677
% ========================================================================
% no116
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{116}	=[0.051457875056954476,2.7402106663920796];
costWeakConstraintPenalty{116}	=0.5041172925981495;
%  combined: swan1, swan2
predicted{116}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20911.57990.025352.00811.10051.50870.023422.00811.00891.43290.021952.00810.95191.35590.021492.00810.92751.307];
%  combined: swan1, swan2
observed{116}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{116}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.02520000000000011-0.0147000000000001571.0999999999999899E-40.0-0.034599999999999964-0.020599999999999951.7E-40.0-0.037699999999999956-0.025200000000000112.2999999999999757E-40.0-0.035699999999999954-0.0273000000000001022.500000000000002E-40.0-0.03379999999999994-0.027099999999999902,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.00529999999999986-0.0024000000000001798-3.0000000000002247E-50.00.013099999999999890.0-2.9999999999998778E-50.00.0127000000000001560.0-1.9999999999999185E-50.00.012600000000000056-1.0000000000021103E-40.00.00.012299999999999978-5.999999999999339E-4];
%  combined: swan1, swan2
obs_stdev{116}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{116}	=0.42057226335863734;
costTotal{116}	=0.9246895559567869;
% SimulationKwadraticCostFunction: evaluation 116 : cost = 0.925
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.051
%      TRIAD.cutfr= 2.74
% ========================================================================
% no117
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{117}	=[0.05163042709454049,2.708636453477666];
costWeakConstraintPenalty{117}	=0.40139919600751256;
%  combined: swan1, swan2
predicted{117}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025872.00811.21491.58290.025312.00811.11161.51450.023352.00811.0231.44060.021872.00810.96551.36390.021422.00810.94051.3146];
%  combined: swan1, swan2
observed{117}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{117}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-48.000000000000021E-50.0-0.03100000000000014-0.017700000000000051.5000000000000083E-40.0-0.04569999999999985-0.026399999999999982.4000000000000063E-40.0-0.05179999999999996-0.032900000000000153.099999999999978E-40.0-0.04930000000000001-0.035299999999999893.1999999999999737E-40.0-0.04679999999999995-0.03469999999999995,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-40.00.0-5.00000000000167E-4-0.0054000000000000719.999999999999593E-60.00.0020000000000000018-0.0058000000000000274.000000000000184E-50.0-0.0013999999999998458-0.007700000000000046.0000000000001025E-50.0-0.0010000000000000009-0.0080999999999999966.999999999999715E-50.0-7.000000000000339E-4-0.008199999999999985];
%  combined: swan1, swan2
obs_stdev{117}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{117}	=0.7077274349149455;
costTotal{117}	=1.1091266309224581;
% SimulationKwadraticCostFunction: evaluation 117 : cost = 1.109
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.709
% ========================================================================
% no118
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{118}	=[0.05154415107574748,2.724423559934873];
costWeakConstraintPenalty{118}	=0.45061551149598517;
%  combined: swan1, swan2
predicted{118}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10231.50930.023412.00811.00991.43330.021942.00810.95291.35630.021492.00810.92851.3073];
%  combined: swan1, swan2
observed{118}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{118}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.03639999999999999-0.0212000000000001081.799999999999996E-40.0-0.03870000000000007-0.0256000000000000672.3999999999999716E-40.0-0.036699999999999955-0.0277000000000000582.500000000000002E-40.0-0.03479999999999994-0.02739999999999987,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011299999999999866-6.00000000000156E-4-1.9999999999999185E-50.00.011700000000000044-3.9999999999995595E-4-9.999999999999593E-60.00.011600000000000055-5.00000000000167E-40.00.00.011299999999999977-8.999999999999009E-4];
%  combined: swan1, swan2
obs_stdev{118}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{118}	=0.4370316521388212;
costTotal{118}	=0.8876471636348064;
% SimulationKwadraticCostFunction: evaluation 118 : cost = 0.888
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.724
% ========================================================================
% no119
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{119}	=[0.05158728908514399,2.7165300067062694];
costWeakConstraintPenalty{119}	=0.42547167055003754;
%  combined: swan1, swan2
predicted{119}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10531.51020.02342.00811.01261.43450.021932.00810.95551.35770.021482.00810.9311.3087];
%  combined: swan1, swan2
observed{119}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{119}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.03939999999999988-0.022100000000000011.899999999999992E-40.0-0.04139999999999999-0.0268000000000001572.4999999999999675E-40.0-0.0393-0.0290999999999999042.599999999999998E-40.0-0.0373-0.028799999999999937,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.008299999999999974-0.0015000000000000568-9.999999999999593E-60.00.009000000000000119-0.00160000000000004580.00.00.009000000000000008-0.00190000000000001289.999999999999593E-60.00.008799999999999919-0.0022999999999999687];
%  combined: swan1, swan2
obs_stdev{119}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{119}	=0.48344204330006935;
costTotal{119}	=0.9089137138501069;
% SimulationKwadraticCostFunction: evaluation 119 : cost = 0.909
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.717
% ========================================================================
% no120
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{120}	=[0.051565720080445736,2.720476783320571];
costWeakConstraintPenalty{120}	=0.43790967022258337;
%  combined: swan1, swan2
predicted{120}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.20961.580.025352.00811.10221.50920.023412.00811.00951.43310.021952.00810.95241.35610.021492.00810.92811.3071];
%  combined: swan1, swan2
observed{120}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{120}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.025700000000000056-0.0148000000000001461.0999999999999899E-40.0-0.0363-0.021100000000000121.799999999999996E-40.0-0.03830000000000011-0.025400000000000092.2999999999999757E-40.0-0.03620000000000001-0.027500000000000082.500000000000002E-40.0-0.034399999999999986-0.02719999999999989,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0047999999999999154-0.0025000000000001688-3.0000000000002247E-50.00.011399999999999855-5.00000000000167E-4-1.9999999999999185E-50.00.0121-1.9999999999997797E-4-1.9999999999999185E-50.00.0121-3.00000000000189E-40.00.00.011699999999999933-6.999999999999229E-4];
%  combined: swan1, swan2
obs_stdev{120}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{120}	=0.4314159566232099;
costTotal{120}	=0.8693256268457933;
% SimulationKwadraticCostFunction: evaluation 120 : cost = 0.869
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.052
%      TRIAD.cutfr= 2.72
% ========================================================================
% no121
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{121}	=[0.05157650458279486,2.7185033950134203];
costWeakConstraintPenalty{121}	=0.43165719018620347;
%  combined: swan1, swan2
predicted{121}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33641.6620.025882.00811.21161.58060.025342.00811.10371.50980.023412.00811.01091.43380.021942.00810.95381.35690.021482.00810.92941.3079];
%  combined: swan1, swan2
observed{121}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66170.025952.00811.18391.56520.025462.00811.06591.48810.023592.00810.97121.40770.022182.00810.91621.32860.021742.00810.89371.2799,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025872.00811.21441.57750.025322.00811.11361.50870.023392.00811.02161.43290.021932.00810.96451.35580.021492.00810.93981.3064];
%  combined: swan1, swan2
residuals{121}	=[0.00.00.00.00.00.00.00.00.00.0-3.9999999999995595E-4-2.9999999999996696E-47.000000000000062E-50.0-0.027700000000000058-0.015400000000000081.1999999999999858E-40.0-0.037799999999999834-0.0217000000000000531.799999999999996E-40.0-0.03969999999999996-0.0261000000000000122.3999999999999716E-40.0-0.03759999999999997-0.0282999999999999922.599999999999998E-40.0-0.035699999999999954-0.028000000000000025,0.00.00.00.00.00.00.00.00.00.0-2.9999999999996696E-4-1.9999999999997797E-4-9.999999999999593E-60.00.0027999999999999137-0.0031000000000001027-2.0000000000002655E-50.00.00990000000000002-0.001100000000000101-1.9999999999999185E-50.00.010700000000000154-8.999999999999009E-4-9.999999999999593E-60.00.010700000000000043-0.0011000000000001019.999999999999593E-60.00.010399999999999965-0.0015000000000000568];
%  combined: swan1, swan2
obs_stdev{121}	=[0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133600001990795140.166170002476125960.00259500003866851340.20081000299230220.118390001764148480.156520002332329740.00254600003793835650.20081000299230220.106590001588314780.148810002217441780.00235900003515183930.20081000299230220.097120001447200770.140770002097636460.00221800003305077560.20081000299230220.09162000136524440.132860001979768270.00217400003239512450.20081000299230220.089370001331716780.1279900019071996,0.00232100003458559540.20081000299230220.127870001905411480.160190002387017030.00227900003395974670.20081000299230220.127160001894831680.159640002378821370.00242200003609061240.20081000299230220.133610001990944170.166180002476274960.00258700003854930430.20081000299230220.1214400018095970.157750002350658170.002532000037729740.20081000299230220.11136000165939330.150870002248138180.0023390000348538160.20081000299230220.102160001522302630.14329000213518740.00219300003267824650.20081000299230220.0964500014372170.135580002020299430.00214900003202259540.20081000299230220.093980001400411130.1306400019466877];
costObserved{121}	=0.45688654583228583;
costTotal{121}	=0.8885437360184893;
% SimulationKwadraticCostFunction: evaluation 121 : cost = 0.889
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{20}	=[0.001184150423668459,0.21668024395806992];
parameterErrorCorrelations{20}	=[1.0000000000000002,-1.0000000000000002;-1.0,0.9999999999999999];
% ===================================================================
% SimulationKwadraticCostfunction: optimal results
%     number of evaluations: 121
%     all cost values:
%         [3.637,2.763,1.008,0.936,0.925,0.89,1.055,1.153,1.082,0.897,...,0.909,0.869,0.889,1.154,0.925,1.109,0.888,0.909,0.869,0.889]
%     all parameter values
%         [0.05,0.055,0.05,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052,0.052,0.051,0.052,0.052,0.052,0.052,0.052;2.5,2.5,2.75,2.742,2.739,2.725,2.629,2.677,2.701,2.713,2.719,2.728,2.723,2.706,2.732,2.719,2.649,2.754,2.702,2.728,2.715,2.721,2.718,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719,2.677,2.74,2.709,2.724,2.717,2.72,2.719]
%     number of observations: 64
%     best cost:
%         cost = 0.865
%     best parameters:
%         
%        swan-parameters - containing:
%           TRIAD.trfac= 0.052
%           TRIAD.cutfr= 2.719
% ===================================================================
% Application Done
