% 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.: dud.xml
%  Algorithm  configstring = dud.xml
% opening :/home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad_two_twin/./algorithm/dud.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=false
%  Algorithm  costFunction@factor=0.5
% ========================================================================
% no1
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{1}	=[0.05,2.5];
%  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];
%  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}	=2.2625741195750364;
% SimulationKwadraticCostFunction: evaluation 2 : cost = 2.263
% 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];
%  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}	=0.5079591745569157;
% SimulationKwadraticCostFunction: evaluation 3 : cost = 0.508
%  Algorithm  outerLoop@maxIterations=20
%  Algorithm  outerLoop@absTolerance=0.0010
%  Algorithm  outerLoop@relTolerance=0.0010
%  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}	=[0.5079591745569157,2.2625741195750364,3.636928023268107];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.708
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 7.879E-3
%      TRIAD.cutfr= -0.042
% ========================================================================
% no4
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{4}	=[0.057879118473644554,2.7082300195024125];
%  combined: swan1, swan2
predicted{4}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025922.00811.19671.57090.025412.00811.08331.49640.023512.00810.99061.41830.022082.00810.93461.340.021642.00810.91121.2911,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025922.00811.19671.57090.025412.00811.08331.49640.023512.00810.99061.41830.022082.00810.93461.340.021642.00810.91121.2911];
%  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}	=[0.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-5-9.999999999998899E-53.0000000000002247E-50.0-0.012800000000000145-0.0057000000000000385.000000000000143E-50.0-0.01739999999999986-0.0082999999999999748.000000000000021E-50.0-0.019400000000000084-0.0105999999999999439.99999999999994E-50.0-0.018399999999999972-0.0114000000000000779.99999999999994E-50.0-0.01749999999999996-0.011199999999999877,0.00.00.00.00.00.00.00.00.00.00.00.0-4.999999999999796E-50.00.0176999999999998270.006599999999999939-8.99999999999998E-50.00.0302999999999999940.012299999999999978-1.1999999999999858E-40.00.0310000000000000280.014600000000000168-1.4999999999999736E-40.00.0299000000000000380.015799999999999814-1.5000000000000083E-40.00.028599999999999960.015300000000000091];
%  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}	=0.3119128863463562;
costTotal{4}	=0.3119128863463562;
% SimulationKwadraticCostFunction: evaluation 4 : cost = 0.312
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{1}	=[0.04294499169219248,0.6656838861815907];
parameterErrorCorrelations{1}	=[1.0,-0.981518934345993;-0.9815189343459914,1.0000000000000002];
% Application starting next step
% ======================================================
% DUD outer iteration no.2
% ======================================================
% -----------------------------------------------------
costs{2}	=[0.3119128863463562,0.5079591745569157,2.2625741195750364];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.687
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 2.5E-4
%      TRIAD.cutfr= -0.022
% ========================================================================
% no5
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{5}	=[0.05812914025899521,2.68654368621759];
%  combined: swan1, swan2
predicted{5}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025912.00811.19991.57160.02542.00811.08771.49780.023492.00810.99461.420.022062.00810.93851.34190.021622.00810.9151.2931,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025912.00811.19991.57160.02542.00811.08771.49780.023492.00810.99461.420.022062.00810.93851.34190.021622.00810.9151.2931];
%  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}	=[0.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-5-9.999999999998899E-54.000000000000184E-50.0-0.016000000000000014-0.0064000000000001836.0000000000001025E-50.0-0.02179999999999982-0.0097000000000000429.99999999999994E-50.0-0.023400000000000087-0.0122999999999999781.1999999999999858E-40.0-0.022299999999999986-0.013300000000000091.1999999999999858E-40.0-0.021299999999999986-0.013199999999999878,0.00.00.00.00.00.00.00.00.00.00.00.0-3.999999999999837E-50.00.0144999999999999570.005899999999999794-8.000000000000021E-50.00.0259000000000000340.01089999999999991-9.99999999999994E-50.00.0270000000000000240.012900000000000134-1.2999999999999817E-40.00.0260000000000000230.013899999999999801-1.3000000000000164E-40.00.0247999999999999330.01330000000000009];
%  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}	=0.30165467537738877;
costTotal{5}	=0.30165467537738877;
% SimulationKwadraticCostFunction: evaluation 5 : cost = 0.302
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{2}	=[0.04274923982290554,0.7344755704536295];
parameterErrorCorrelations{2}	=[1.0,-0.9863248514984138;-0.986324851498414,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.3
% ======================================================
% -----------------------------------------------------
costs{3}	=[0.30165467537738877,0.3119128863463562,0.5079591745569157];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.683
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 1.124E-4
%      TRIAD.cutfr= -3.968E-3
% ========================================================================
% no6
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{6}	=[0.0582415172525843,2.682575884983393];
%  combined: swan1, swan2
predicted{6}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57140.02542.00811.0881.49780.02352.00810.99441.41970.022062.00810.93821.34160.021622.00810.91471.2927,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57140.02542.00811.0881.49780.02352.00810.99441.41970.022062.00810.93821.34160.021622.00810.91471.2927];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.01550000000000007-0.0061999999999999836.0000000000001025E-50.0-0.02210000000000001-0.0097000000000000428.99999999999998E-50.0-0.0232-0.012000000000000011.1999999999999858E-40.0-0.02200000000000002-0.01299999999999991.1999999999999858E-40.0-0.020999999999999908-0.012799999999999923,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0149999999999999020.006099999999999994-8.000000000000021E-50.00.0255999999999998450.01089999999999991-1.0999999999999899E-40.00.0272000000000001130.0132000000000001-1.2999999999999817E-40.00.026299999999999990.01419999999999999-1.3000000000000164E-40.00.025100000000000010.013700000000000045];
%  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}	=0.30170910471706863;
costTotal{6}	=0.30170910471706863;
% SimulationKwadraticCostFunction: evaluation 6 : cost = 0.302
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.683
% ========================================================================
% no7
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{7}	=[0.05818532875578975,2.6845597856004915];
%  combined: swan1, swan2
predicted{7}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19981.57160.02542.00811.08761.49770.023492.00810.99451.41980.022062.00810.93841.34180.021622.00810.91491.293,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19981.57160.02542.00811.08761.49770.023492.00810.99451.41980.022062.00810.93841.34180.021622.00810.91491.293];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.015900000000000025-0.0064000000000001836.0000000000001025E-50.0-0.02169999999999983-0.0096000000000000539.99999999999994E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.022199999999999998-0.01320000000000011.1999999999999858E-40.0-0.021199999999999997-0.01309999999999989,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0145999999999999460.005899999999999794-8.000000000000021E-50.00.0260000000000000230.010999999999999899-9.99999999999994E-50.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.0261000000000000120.01399999999999979-1.3000000000000164E-40.00.0248999999999999220.013400000000000079];
%  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}	=0.30170605395007816;
costTotal{7}	=0.30170605395007816;
% SimulationKwadraticCostFunction: evaluation 7 : cost = 0.302
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.685
% ========================================================================
% no8
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{8}	=[0.058157234507392484,2.685551735909041];
%  combined: swan1, swan2
predicted{8}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025912.00811.19981.57160.02542.00811.08761.49770.023492.00810.99461.41990.022062.00810.93841.34190.021622.00810.91491.293,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025912.00811.19981.57160.02542.00811.08761.49770.023492.00810.99461.41990.022062.00810.93841.34190.021622.00810.91491.293];
%  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}	=[0.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-5-9.999999999998899E-54.000000000000184E-50.0-0.015900000000000025-0.0064000000000001836.0000000000001025E-50.0-0.02169999999999983-0.0096000000000000539.99999999999994E-50.0-0.023400000000000087-0.0121999999999999891.1999999999999858E-40.0-0.022199999999999998-0.013300000000000091.1999999999999858E-40.0-0.021199999999999997-0.01309999999999989,0.00.00.00.00.00.00.00.00.00.00.00.0-3.999999999999837E-50.00.0145999999999999460.005899999999999794-8.000000000000021E-50.00.0260000000000000230.010999999999999899-9.99999999999994E-50.00.0270000000000000240.013000000000000123-1.2999999999999817E-40.00.0261000000000000120.013899999999999801-1.3000000000000164E-40.00.0248999999999999220.013400000000000079];
%  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}	=0.3016913531408279;
costTotal{8}	=0.3016913531408279;
% SimulationKwadraticCostFunction: evaluation 8 : cost = 0.302
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.686
% ========================================================================
% no9
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{9}	=[0.058143187383193844,2.6860477110633156];
%  combined: swan1, swan2
predicted{9}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025912.00811.19981.57160.02542.00811.08771.49770.023492.00810.99461.41990.022062.00810.93851.34190.021622.00810.9151.2931,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.33611.66180.025912.00811.19981.57160.02542.00811.08771.49770.023492.00810.99461.41990.022062.00810.93851.34190.021622.00810.9151.2931];
%  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}	=[0.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-5-9.999999999998899E-54.000000000000184E-50.0-0.015900000000000025-0.0064000000000001836.0000000000001025E-50.0-0.02179999999999982-0.0096000000000000539.99999999999994E-50.0-0.023400000000000087-0.0121999999999999891.1999999999999858E-40.0-0.022299999999999986-0.013300000000000091.1999999999999858E-40.0-0.021299999999999986-0.013199999999999878,0.00.00.00.00.00.00.00.00.00.00.00.0-3.999999999999837E-50.00.0145999999999999460.005899999999999794-8.000000000000021E-50.00.0259000000000000340.010999999999999899-9.99999999999994E-50.00.0270000000000000240.013000000000000123-1.2999999999999817E-40.00.0260000000000000230.013899999999999801-1.3000000000000164E-40.00.0247999999999999330.01330000000000009];
%  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}	=0.30164532155273843;
costTotal{9}	=0.30164532155273843;
% SimulationKwadraticCostFunction: evaluation 9 : cost = 0.302
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{3}	=[0.04663414774230521,0.8558103534138812];
parameterErrorCorrelations{3}	=[1.0000000000000002,-0.9879001951190259;-0.9879001951190255,0.9999999999999998];
% Application starting next step
% ======================================================
% DUD outer iteration no.4
% ======================================================
% -----------------------------------------------------
costs{4}	=[0.30164532155273843,0.30165467537738877,0.3119128863463562];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.68
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= 1.137E-4
%      TRIAD.cutfr= -5.84E-3
% ========================================================================
% no10
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{10}	=[0.05825684567146303,2.6802076220396205];
%  combined: swan1, swan2
predicted{10}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.02592.00811.20181.57280.025372.00811.09531.50.023452.00811.00541.42320.022012.00810.9491.34590.021572.00810.92511.297,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.02592.00811.20181.57280.025372.00811.09531.50.023452.00811.00541.42320.022012.00810.9491.34590.021572.00810.92511.297];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-55.000000000000143E-50.0-0.017900000000000027-0.0076000000000000518.99999999999998E-50.0-0.02939999999999987-0.0119000000000000221.4000000000000123E-40.0-0.03420000000000012-0.015500000000000071.7E-40.0-0.03279999999999994-0.0173000000000000931.7E-40.0-0.031399999999999983-0.017099999999999893,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-2.9999999999998778E-50.00.0125999999999999450.0046999999999999265-5.000000000000143E-50.00.0182999999999999830.00869999999999993-5.9999999999997555E-50.00.0161999999999999920.009700000000000042-7.999999999999674E-50.00.015500000000000070.009899999999999798-8.000000000000021E-50.00.0146999999999999350.009400000000000075];
%  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}	=0.3418895276856073;
costTotal{10}	=0.3418895276856073;
% SimulationKwadraticCostFunction: evaluation 10 : cost = 0.342
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.68
% ========================================================================
% no11
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{11}	=[0.05820001652732844,2.683127666551468];
%  combined: swan1, swan2
predicted{11}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.01550000000000007-0.0062999999999999726.0000000000001025E-50.0-0.022199999999999998-0.0098000000000000318.99999999999998E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.02210000000000001-0.013099999999999891.1999999999999858E-40.0-0.021099999999999897-0.012899999999999912,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0149999999999999020.006000000000000005-8.000000000000021E-50.00.0254999999999998560.01079999999999992-1.0999999999999899E-40.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.02620.014100000000000001-1.3000000000000164E-40.00.0250000000000000220.013600000000000056];
%  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}	=0.30163455871118294;
costTotal{11}	=0.30163455871118294;
% SimulationKwadraticCostFunction: evaluation 11 : cost = 0.302
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{4}	=[0.009033279301958184,0.3832385235401015];
parameterErrorCorrelations{4}	=[1.0000000000000002,-0.972012970205943;-0.9720129702059432,1.0000000000000002];
% Application starting next step
% ======================================================
% DUD outer iteration no.5
% ======================================================
% -----------------------------------------------------
costs{5}	=[0.30163455871118294,0.30164532155273843,0.30165467537738877];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.684
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= -4.653E-6
%      TRIAD.cutfr= 5.985E-4
% ========================================================================
% no12
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{12}	=[0.0581953631801255,2.6837261280863336];
%  combined: swan1, swan2
predicted{12}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19951.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19951.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.015600000000000058-0.0062999999999999726.0000000000001025E-50.0-0.022199999999999998-0.0098000000000000318.99999999999998E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.02210000000000001-0.013099999999999891.1999999999999858E-40.0-0.021099999999999897-0.012899999999999912,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0148999999999999130.006000000000000005-8.000000000000021E-50.00.0254999999999998560.01079999999999992-1.0999999999999899E-40.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.02620.014100000000000001-1.3000000000000164E-40.00.0250000000000000220.013600000000000056];
%  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}	=0.30164412990425166;
costTotal{12}	=0.30164412990425166;
% SimulationKwadraticCostFunction: evaluation 12 : cost = 0.302
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.684
% ========================================================================
% no13
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{13}	=[0.05819768985372697,2.683426897318901];
%  combined: swan1, swan2
predicted{13}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.01550000000000007-0.0062999999999999726.0000000000001025E-50.0-0.022199999999999998-0.0098000000000000318.99999999999998E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.02210000000000001-0.013099999999999891.1999999999999858E-40.0-0.021099999999999897-0.012899999999999912,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0149999999999999020.006000000000000005-8.000000000000021E-50.00.0254999999999998560.01079999999999992-1.0999999999999899E-40.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.02620.014100000000000001-1.3000000000000164E-40.00.0250000000000000220.013600000000000056];
%  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}	=0.30163455871118294;
costTotal{13}	=0.30163455871118294;
% SimulationKwadraticCostFunction: evaluation 13 : cost = 0.302
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{5}	=[0.008437647642246426,0.3392013394332243];
parameterErrorCorrelations{5}	=[1.0,-0.9742652045374274;-0.9742652045374286,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.6
% ======================================================
% -----------------------------------------------------
costs{6}	=[0.30163455871118294,0.30163455871118294,0.30164532155273843];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.684
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= -2.363E-5
%      TRIAD.cutfr= 1.214E-3
% ========================================================================
% no14
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{14}	=[0.058176387391838766,2.684341799342962];
%  combined: swan1, swan2
predicted{14}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19981.57160.02542.00811.08761.49770.023492.00810.99451.41990.022062.00810.93841.34180.021622.00810.91491.293,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19981.57160.02542.00811.08761.49770.023492.00810.99451.41990.022062.00810.93841.34180.021622.00810.91491.293];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.015900000000000025-0.0064000000000001836.0000000000001025E-50.0-0.02169999999999983-0.0096000000000000539.99999999999994E-50.0-0.0233000000000001-0.0121999999999999891.1999999999999858E-40.0-0.022199999999999998-0.01320000000000011.1999999999999858E-40.0-0.021199999999999997-0.01309999999999989,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0145999999999999460.005899999999999794-8.000000000000021E-50.00.0260000000000000230.010999999999999899-9.99999999999994E-50.00.0271000000000000130.013000000000000123-1.2999999999999817E-40.00.0261000000000000120.01399999999999979-1.3000000000000164E-40.00.0248999999999999220.013400000000000079];
%  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}	=0.3017038081954804;
costTotal{14}	=0.3017038081954804;
% SimulationKwadraticCostFunction: evaluation 14 : cost = 0.302
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.684
% ========================================================================
% no15
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{15}	=[0.0581882019595836,2.6837347329472148];
%  combined: swan1, swan2
predicted{15}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19951.57150.02542.00811.08821.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19951.57150.02542.00811.08821.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.015600000000000058-0.0062999999999999726.0000000000001025E-50.0-0.022299999999999986-0.0098000000000000318.99999999999998E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.02210000000000001-0.013099999999999891.1999999999999858E-40.0-0.021099999999999897-0.012899999999999912,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0148999999999999130.006000000000000005-8.000000000000021E-50.00.0253999999999998670.01079999999999992-1.0999999999999899E-40.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.02620.014100000000000001-1.3000000000000164E-40.00.0250000000000000220.013600000000000056];
%  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}	=0.30163474339697516;
costTotal{15}	=0.30163474339697516;
% SimulationKwadraticCostFunction: evaluation 15 : cost = 0.302
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.684
% ========================================================================
% no16
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{16}	=[0.05819410924345602,2.6834311997493416];
%  combined: swan1, swan2
predicted{16}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19951.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19951.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.015600000000000058-0.0062999999999999726.0000000000001025E-50.0-0.022199999999999998-0.0098000000000000318.99999999999998E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.02210000000000001-0.013099999999999891.1999999999999858E-40.0-0.021099999999999897-0.012899999999999912,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0148999999999999130.006000000000000005-8.000000000000021E-50.00.0254999999999998560.01079999999999992-1.0999999999999899E-40.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.02620.014100000000000001-1.3000000000000164E-40.00.0250000000000000220.013600000000000056];
%  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}	=0.30164412990425166;
costTotal{16}	=0.30164412990425166;
% SimulationKwadraticCostFunction: evaluation 16 : cost = 0.302
% Cost is worse! Reducing stepsize.
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.683
% ========================================================================
% no17
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{17}	=[0.058197062885392226,2.6832794331504046];
%  combined: swan1, swan2
predicted{17}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.01550000000000007-0.0062999999999999726.0000000000001025E-50.0-0.022199999999999998-0.0098000000000000318.99999999999998E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.02210000000000001-0.013099999999999891.1999999999999858E-40.0-0.021099999999999897-0.012899999999999912,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0149999999999999020.006000000000000005-8.000000000000021E-50.00.0254999999999998560.01079999999999992-1.0999999999999899E-40.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.02620.014100000000000001-1.3000000000000164E-40.00.0250000000000000220.013600000000000056];
%  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}	=0.30163455871118294;
costTotal{17}	=0.30163455871118294;
% SimulationKwadraticCostFunction: evaluation 17 : cost = 0.302
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{6}	=[0.00502669884209874,0.25828621194465107];
parameterErrorCorrelations{6}	=[0.9999999999999998,-0.9999999999999999;-1.0,1.0];
% Application starting next step
% ======================================================
% DUD outer iteration no.7
% ======================================================
% -----------------------------------------------------
costs{7}	=[0.30163455871118294,0.30163455871118294,0.30163455871118294];
% -----------------------------------------------------
% Start search until improvement,
% Next try p=
%   swan-parameters - containing:
%      TRIAD.trfac= 0.058
%      TRIAD.cutfr= 2.683
%   delta_p= 
%   swan-parameters - containing:
%      TRIAD.trfac= -0
%      TRIAD.cutfr= 0
% ========================================================================
% no18
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{18}	=[0.05820001652732844,2.683127666551468];
%  combined: swan1, swan2
predicted{18}	=[0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928,0.023212.00811.27871.60190.022792.00811.27161.59640.024222.00811.3361.66180.025912.00811.19941.57150.02542.00811.08811.49790.02352.00810.99451.41980.022062.00810.93831.34170.021622.00810.91481.2928];
%  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}	=[0.00.00.00.00.00.00.00.00.00.00.0-9.999999999998899E-54.000000000000184E-50.0-0.01550000000000007-0.0062999999999999726.0000000000001025E-50.0-0.022199999999999998-0.0098000000000000318.99999999999998E-50.0-0.0233000000000001-0.01211.1999999999999858E-40.0-0.02210000000000001-0.013099999999999891.1999999999999858E-40.0-0.021099999999999897-0.012899999999999912,0.00.00.00.00.00.00.00.00.00.09.999999999998899E-50.0-3.999999999999837E-50.00.0149999999999999020.006000000000000005-8.000000000000021E-50.00.0254999999999998560.01079999999999992-1.0999999999999899E-40.00.0271000000000000130.013100000000000112-1.2999999999999817E-40.00.02620.014100000000000001-1.3000000000000164E-40.00.0250000000000000220.013600000000000056];
%  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}	=0.30163455871118294;
costTotal{18}	=0.30163455871118294;
% SimulationKwadraticCostFunction: evaluation 18 : cost = 0.302
% Error estimate for this outer iteration
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
parameterErrorEstimateStd{7}	=[0.0,0.0];
parameterErrorCorrelations{7}	=[NaN,NaN;NaN,NaN];
% ===================================================================
% SimulationKwadraticCostfunction: optimal results
%     number of evaluations: 18
%     all cost values:
%         [3.637,2.263,0.508,0.312,0.302,0.302,0.302,0.302,0.302,0.342,0.302,0.302,0.302,0.302,0.302,0.302,0.302,0.302]
%     all parameter values
%         [0.05,0.055,0.05,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058,0.058;2.5,2.5,2.75,2.708,2.687,2.683,2.685,2.686,2.686,2.68,2.683,2.684,2.683,2.684,2.684,2.683,2.683,2.683]
%     number of observations: 64
%     best cost:
%         cost = 0.302
%     best parameters:
%         
%        swan-parameters - containing:
%           TRIAD.trfac= 0.058
%           TRIAD.cutfr= 2.683
% ===================================================================
% Application Done
