% Starting Algorithm: 
%	className: org.openda.algorithms.Simplex
%	dir.: /home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad/./algorithm
%	config.: simplexWithConstr.xml
% configstring = simplexWithConstr.xml
% opening :/home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad/./algorithm/simplexWithConstr.xml
% costFunction@class=org.openda.algorithms.SimulationKwadraticCostFunction
% costFunction@weakParameterConstraint=true
% costFunction@factor=0.5
% Application initializing finished
% Initializing application
% ========================================================================
% no1
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{1}	=[0.05,2.5];
costWeakConstraintPenalty{1}	=0.0;
predicted{1}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3366,1.6621,0.02581,2.0081,1.2385,1.5915,0.02517,2.0081,1.1647,1.5353,0.02315,2.0081,1.0781,1.4673,0.02161,2.0081,1.0196,1.3941,0.02115,2.0081,0.9919,1.3446];
observed{1}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{1}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024599999999999955,0.005900000000000016,0.00119,-0.008100000000000218,-0.25149999999999995,-0.0044999999999999485,0.0018299999999999983,-0.008100000000000218,-0.22570000000000012,-0.02430000000000021,0.001850000000000001,-0.008100000000000218,-0.09310000000000007,-0.03930000000000011,0.0023899999999999998,-0.008100000000000218,0.019399999999999862,0.027900000000000036,0.002850000000000002,-0.008100000000000218,0.0250999999999999,0.04339999999999988];
obs_stdev{1}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{1}	=8.640480586480448;
costTotal{1}	=8.640480586480448;
% SimulationKwadraticCostFunction: evaluation 1 : cost = 8.640480586480448
% ========================================================================
% no2
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{2}	=[0.05500000007450581,2.5];
costWeakConstraintPenalty{2}	=0.5000000000000004;
predicted{2}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.6619,0.02584,2.0081,1.2283,1.5843,0.02523,2.0081,1.1457,1.5239,0.02323,2.0081,1.0604,1.454,0.02173,2.0081,1.0023,1.3794,0.02128,2.0081,0.9756,1.3298];
observed{2}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{2}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006099999999999994,0.0011600000000000013,-0.008100000000000218,-0.24129999999999996,0.0026999999999999247,0.0017700000000000007,-0.008100000000000218,-0.2067,-0.012900000000000134,0.0017700000000000007,-0.008100000000000218,-0.07540000000000002,-0.026000000000000023,0.002270000000000001,-0.008100000000000218,0.036699999999999955,0.04259999999999997,0.00272,-0.008100000000000218,0.04139999999999988,0.05819999999999981];
obs_stdev{2}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{2}	=7.739612005289244;
costTotal{2}	=8.239612005289244;
% SimulationKwadraticCostFunction: evaluation 2 : cost = 8.239612005289244
% ========================================================================
% no3
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{3}	=[0.05,2.7500000037252903];
costWeakConstraintPenalty{3}	=0.5;
predicted{3}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3365,1.6621,0.02588,2.0081,1.2123,1.5821,0.02534,2.0081,1.1048,1.5117,0.02339,2.0081,1.0134,1.4366,0.02192,2.0081,0.9562,1.3599,0.02146,2.0081,0.9316,1.3109];
observed{3}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{3}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024499999999999966,0.005900000000000016,0.0011199999999999995,-0.008100000000000218,-0.22529999999999994,0.004899999999999904,0.0016599999999999983,-0.008100000000000218,-0.16580000000000006,-7.00000000000145E-4,0.0016100000000000003,-0.008100000000000218,-0.028400000000000092,-0.008600000000000163,0.002080000000000002,-0.008100000000000218,0.08279999999999987,0.06209999999999982,0.0025400000000000006,-0.008100000000000218,0.08539999999999992,0.07709999999999995];
obs_stdev{3}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{3}	=6.635494326667225;
costTotal{3}	=7.135494326667225;
% SimulationKwadraticCostFunction: evaluation 3 : cost = 7.135494326667225
% outerLoop@maxIterations=100
% outerLoop@absTolerance=1.0E-4
% outerLoop@relTolerance=1.0E-4
% Application initialized
% Application starting next step
costs{1}	=[8.640480586480448,8.239612005289244,7.135494326667225];
% Iteration step no.1
% ========================================================================
% no4
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{4}	=[0.05500000007450581,2.2499999962747097];
costWeakConstraintPenalty{4}	=1.0000000000000004;
predicted{4}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3367,1.662,0.02579,2.0081,1.2516,1.5915,0.02513,2.0081,1.1864,1.5382,0.02298,2.0081,1.1297,1.4859,0.02139,2.0081,1.0741,1.4186,0.02093,2.0081,1.0441,1.3695];
observed{4}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{4}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024699999999999944,0.006000000000000005,0.0012099999999999993,-0.008100000000000218,-0.26460000000000006,-0.0044999999999999485,0.0018700000000000001,-0.008100000000000218,-0.24739999999999995,-0.027200000000000113,0.002020000000000001,-0.008100000000000218,-0.14469999999999994,-0.05790000000000006,0.002610000000000001,-0.008100000000000218,-0.03510000000000013,0.0033999999999998476,0.00307,-0.008100000000000218,-0.027100000000000124,0.01849999999999996];
obs_stdev{4}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{4}	=10.510109863610971;
costTotal{4}	=11.510109863610971;
% SimulationKwadraticCostFunction: evaluation 4 : cost = 11.510109863610971
% ========================================================================
% no5
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{5}	=[0.05125000001862645,2.625000001862645];
costWeakConstraintPenalty{5}	=0.1562499999999999;
predicted{5}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02585,2.0081,1.2254,1.5848,0.02529,2.0081,1.1237,1.517,0.02333,2.0081,1.0314,1.4432,0.02185,2.0081,0.9736,1.3674,0.02139,2.0081,0.9483,1.3183];
observed{5}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{5}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011499999999999982,-0.008100000000000218,-0.23840000000000006,0.0021999999999999797,0.0017099999999999997,-0.008100000000000218,-0.18469999999999998,-0.006000000000000005,0.0016700000000000013,-0.008100000000000218,-0.04640000000000011,-0.015200000000000102,0.002149999999999999,-0.008100000000000218,0.0653999999999999,0.05459999999999998,0.002610000000000001,-0.008100000000000218,0.06869999999999987,0.06969999999999987];
obs_stdev{5}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{5}	=7.191728289580521;
costTotal{5}	=7.347978289580521;
% SimulationKwadraticCostFunction: evaluation 5 : cost = 7.347978289580521
% ========================================================================
% no6
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{6}	=[0.05250000003725291,2.5];
costWeakConstraintPenalty{6}	=0.1250000000000001;
predicted{6}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3365,1.662,0.02583,2.0081,1.2331,1.5878,0.0252,2.0081,1.1553,1.5297,0.02318,2.0081,1.0697,1.4608,0.02167,2.0081,1.0114,1.387,0.02121,2.0081,0.9842,1.3374];
observed{6}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{6}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024499999999999966,0.006000000000000005,0.001170000000000001,-0.008100000000000218,-0.2461000000000001,-8.000000000001339E-4,0.0017999999999999995,-0.008100000000000218,-0.21630000000000005,-0.01870000000000016,0.0018200000000000022,-0.008100000000000218,-0.08470000000000011,-0.03280000000000016,0.002330000000000002,-0.008100000000000218,0.027599999999999847,0.03499999999999992,0.002790000000000001,-0.008100000000000218,0.03279999999999994,0.05059999999999998];
obs_stdev{6}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{6}	=8.167254030000084;
costTotal{6}	=8.292254030000084;
% SimulationKwadraticCostFunction: evaluation 6 : cost = 8.292254030000084
% ========================================================================
% no7
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{7}	=[0.05,2.625000001862645];
costWeakConstraintPenalty{7}	=0.125;
predicted{7}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3365,1.6621,0.02584,2.0081,1.2276,1.5866,0.02528,2.0081,1.1268,1.5193,0.02331,2.0081,1.0358,1.4464,0.02182,2.0081,0.9779,1.3709,0.02136,2.0081,0.9523,1.3218];
observed{7}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{7}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024499999999999966,0.005900000000000016,0.0011600000000000013,-0.008100000000000218,-0.24060000000000004,3.9999999999995595E-4,0.0017199999999999993,-0.008100000000000218,-0.18780000000000008,-0.008300000000000196,0.0016900000000000005,-0.008100000000000218,-0.05080000000000007,-0.018399999999999972,0.0021800000000000014,-0.008100000000000218,0.06109999999999993,0.05109999999999992,0.00264,-0.008100000000000218,0.06469999999999987,0.06619999999999981];
obs_stdev{7}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{7}	=7.298501659726647;
costTotal{7}	=7.423501659726647;
% SimulationKwadraticCostFunction: evaluation 7 : cost = 7.423501659726647
% SHRINK
maximumCost{1}	=8.640480586480448;
% WARNING: SHRINK produces worse parameter set
% costs[7.423501659726647,8.292254030000084,8.640480586480448]costs in simplex
% Application starting next step
costs{2}	=[7.423501659726647,8.292254030000084,8.640480586480448];
% Iteration step no.1
% ========================================================================
% no8
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{8}	=[0.052500000037252886,2.625000001862645];
costWeakConstraintPenalty{8}	=0.24999999999999808;
predicted{8}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3363,1.662,0.02586,2.0081,1.2214,1.5826,0.0253,2.0081,1.1201,1.5144,0.02335,2.0081,1.027,1.44,0.02187,2.0081,0.9695,1.3639,0.02142,2.0081,0.9444,1.3149];
observed{8}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{8}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.02429999999999999,0.006000000000000005,0.0011399999999999987,-0.008100000000000218,-0.23440000000000005,0.0043999999999999595,0.0017000000000000001,-0.008100000000000218,-0.18110000000000015,-0.0034000000000000696,0.0016500000000000022,-0.008100000000000218,-0.041999999999999926,-0.01200000000000001,0.00213,-0.008100000000000218,0.0694999999999999,0.05810000000000004,0.002579999999999999,-0.008100000000000218,0.07259999999999989,0.07309999999999994];
obs_stdev{8}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{8}	=7.041860937404685;
costTotal{8}	=7.291860937404683;
% SimulationKwadraticCostFunction: evaluation 8 : cost = 7.291860937404683
% ========================================================================
% no9
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{9}	=[0.05375000005587932,2.6875000027939677];
costWeakConstraintPenalty{9}	=0.5624999999999947;
predicted{9}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3363,1.6619,0.02588,2.0081,1.2105,1.5798,0.02533,2.0081,1.1068,1.5106,0.02338,2.0081,1.0182,1.4359,0.02191,2.0081,0.9609,1.3589,0.02146,2.0081,0.9362,1.3096];
observed{9}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{9}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.02429999999999999,0.006099999999999994,0.0011199999999999995,-0.008100000000000218,-0.22349999999999992,0.007199999999999873,0.0016700000000000013,-0.008100000000000218,-0.16780000000000006,3.9999999999995595E-4,0.00162,-0.008100000000000218,-0.03320000000000001,-0.007900000000000018,0.0020900000000000016,-0.008100000000000218,0.07809999999999995,0.06309999999999993,0.0025400000000000006,-0.008100000000000218,0.08079999999999987,0.0783999999999998];
obs_stdev{9}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{9}	=6.5919708901605185;
costTotal{9}	=7.154470890160513;
% SimulationKwadraticCostFunction: evaluation 9 : cost = 7.154470890160513
% EXPAND!
% costs[7.154470890160513,7.423501659726647,8.292254030000084]costs in simplex
% Application starting next step
costs{3}	=[7.154470890160513,7.423501659726647,8.292254030000084];
% Iteration step no.1
% ========================================================================
% no10
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{10}	=[0.05125000001862641,2.812500004656613];
costWeakConstraintPenalty{10}	=0.8124999999999979;
predicted{10}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2045,1.5787,0.02537,2.0081,1.0924,1.506,0.02345,2.0081,0.9989,1.4289,0.02199,2.0081,0.9423,1.3515,0.02153,2.0081,0.9184,1.3026];
observed{10}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{10}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.21749999999999992,0.008299999999999974,0.0016299999999999995,-0.008100000000000218,-0.1534000000000001,0.004999999999999893,0.0015500000000000028,-0.008100000000000218,-0.013900000000000023,-9.000000000001229E-4,0.0020100000000000014,-0.008100000000000218,0.0966999999999999,0.07050000000000001,0.00247,-0.008100000000000218,0.09859999999999991,0.08539999999999992];
obs_stdev{10}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{10}	=6.418437042151482;
costTotal{10}	=7.2309370421514805;
% SimulationKwadraticCostFunction: evaluation 10 : cost = 7.2309370421514805
% REFLECT!
% costs[7.154470890160513,7.2309370421514805,7.423501659726647]costs in simplex
% Application starting next step
costs{4}	=[7.154470890160513,7.2309370421514805,7.423501659726647];
% Iteration step no.1
% ========================================================================
% no11
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{11}	=[0.05500000007450573,2.8750000055879354];
costWeakConstraintPenalty{11}	=1.6249999999999838;
predicted{11}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3361,1.6618,0.02594,2.0081,1.1873,1.5706,0.02543,2.0081,1.0728,1.4955,0.02354,2.0081,0.978,1.4163,0.0221,2.0081,0.9224,1.3378,0.02165,2.0081,0.8995,1.2891];
observed{11}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{11}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.02410000000000001,0.006199999999999983,0.0010599999999999984,-0.008100000000000218,-0.20030000000000003,0.01639999999999997,0.0015699999999999985,-0.008100000000000218,-0.13380000000000003,0.015499999999999847,0.001460000000000003,-0.008100000000000218,0.007000000000000006,0.011700000000000044,0.001899999999999999,-0.008100000000000218,0.11659999999999993,0.08419999999999983,0.0023500000000000014,-0.008100000000000218,0.11749999999999994,0.09889999999999999];
obs_stdev{11}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{11}	=6.11579864448567;
costTotal{11}	=7.740798644485654;
% SimulationKwadraticCostFunction: evaluation 11 : cost = 7.740798644485654
% ========================================================================
% no12
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{12}	=[0.05125000001862644,2.6875000027939677];
costWeakConstraintPenalty{12}	=0.31249999999999917;
predicted{12}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02587,2.0081,1.215,1.5833,0.02531,2.0081,1.1132,1.5155,0.02335,2.0081,1.0234,1.4412,0.02187,2.0081,0.9658,1.3644,0.02142,2.0081,0.9407,1.3151];
observed{12}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{12}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.001129999999999999,-0.008100000000000218,-0.2280000000000001,0.0037000000000000366,0.0016900000000000005,-0.008100000000000218,-0.17420000000000002,-0.0045000000000001705,0.0016500000000000022,-0.008100000000000218,-0.0384000000000001,-0.0132000000000001,0.00213,-0.008100000000000218,0.07319999999999993,0.057599999999999874,0.002579999999999999,-0.008100000000000218,0.07629999999999992,0.07289999999999996];
obs_stdev{12}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{12}	=6.782009899024283;
costTotal{12}	=7.094509899024282;
% SimulationKwadraticCostFunction: evaluation 12 : cost = 7.094509899024282
% CONTRACT INSIDE!
% costs[7.094509899024282,7.154470890160513,7.2309370421514805]costs in simplex
% Application starting next step
costs{5}	=[7.094509899024282,7.154470890160513,7.2309370421514805];
% Iteration step no.1
% ========================================================================
% no13
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{13}	=[0.05375000005587935,2.5625000009313226];
costWeakConstraintPenalty{13}	=0.31249999999999883;
predicted{13}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02585,2.0081,1.2244,1.5825,0.02529,2.0081,1.1253,1.5155,0.02331,2.0081,1.039,1.4442,0.02183,2.0081,0.9812,1.3687,0.02138,2.0081,0.9556,1.3195];
observed{13}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{13}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011499999999999982,-0.008100000000000218,-0.23739999999999994,0.0044999999999999485,0.0017099999999999997,-0.008100000000000218,-0.18630000000000002,-0.0045000000000001705,0.0016900000000000005,-0.008100000000000218,-0.05399999999999994,-0.016199999999999992,0.002170000000000002,-0.008100000000000218,0.05779999999999996,0.0532999999999999,0.002620000000000001,-0.008100000000000218,0.0613999999999999,0.0685];
obs_stdev{13}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{13}	=7.161386477021447;
costTotal{13}	=7.473886477021446;
% SimulationKwadraticCostFunction: evaluation 13 : cost = 7.473886477021446
% ========================================================================
% no14
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{14}	=[0.05187500002793964,2.7500000037252903];
costWeakConstraintPenalty{14}	=0.570312499999997;
predicted{14}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2067,1.5788,0.02536,2.0081,1.0967,1.5069,0.02343,2.0081,1.0052,1.4309,0.02197,2.0081,0.9484,1.3537,0.02151,2.0081,0.9242,1.3047];
observed{14}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{14}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.21970000000000012,0.008199999999999985,0.001639999999999999,-0.008100000000000218,-0.15770000000000006,0.0040999999999999925,0.001570000000000002,-0.008100000000000218,-0.020200000000000107,-0.0029000000000001247,0.0020300000000000006,-0.008100000000000218,0.0905999999999999,0.06830000000000003,0.002489999999999999,-0.008100000000000218,0.09279999999999988,0.08329999999999993];
obs_stdev{14}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{14}	=6.454239151017259;
costTotal{14}	=7.024551651017257;
% SimulationKwadraticCostFunction: evaluation 14 : cost = 7.024551651017257
% CONTRACT INSIDE!
% costs[7.024551651017257,7.094509899024282,7.154470890160513]costs in simplex
% Application starting next step
costs{6}	=[7.024551651017257,7.094509899024282,7.154470890160513];
% Iteration step no.1
% ========================================================================
% no15
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{15}	=[0.04937499999068676,2.7500000037252903];
costWeakConstraintPenalty{15}	=0.5078125000000003;
predicted{15}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3365,1.6621,0.02587,2.0081,1.2136,1.5831,0.02533,2.0081,1.1064,1.513,0.02338,2.0081,1.0149,1.4379,0.0219,2.0081,0.9576,1.3613,0.02144,2.0081,0.9329,1.3123];
observed{15}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{15}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024499999999999966,0.005900000000000016,0.001129999999999999,-0.008100000000000218,-0.22660000000000002,0.0039000000000000146,0.0016700000000000013,-0.008100000000000218,-0.1674000000000001,-0.0020000000000000018,0.00162,-0.008100000000000218,-0.029899999999999927,-0.00990000000000002,0.002100000000000001,-0.008100000000000218,0.08139999999999992,0.060699999999999976,0.0025599999999999998,-0.008100000000000218,0.08409999999999995,0.07569999999999988];
obs_stdev{15}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{15}	=6.692296766606417;
costTotal{15}	=7.200109266606417;
% SimulationKwadraticCostFunction: evaluation 15 : cost = 7.200109266606417
% ========================================================================
% no16
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{16}	=[0.05265625003958118,2.7031250030267984];
costWeakConstraintPenalty{16}	=0.4711914062499965;
predicted{16}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3363,1.662,0.02588,2.0081,1.2105,1.5793,0.02535,2.0081,1.1039,1.5087,0.02341,2.0081,1.0104,1.4324,0.02195,2.0081,0.9534,1.3554,0.0215,2.0081,0.929,1.3065];
observed{16}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{16}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.02429999999999999,0.006000000000000005,0.0011199999999999995,-0.008100000000000218,-0.22349999999999992,0.00770000000000004,0.0016499999999999987,-0.008100000000000218,-0.16490000000000016,0.0022999999999999687,0.0015900000000000011,-0.008100000000000218,-0.025399999999999978,-0.0043999999999999595,0.0020499999999999997,-0.008100000000000218,0.0855999999999999,0.06659999999999999,0.0025000000000000022,-0.008100000000000218,0.08799999999999986,0.0814999999999999];
obs_stdev{16}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{16}	=6.608460848091618;
costTotal{16}	=7.079652254341615;
% SimulationKwadraticCostFunction: evaluation 16 : cost = 7.079652254341615
% CONTRACT INSIDE!
% costs[7.024551651017257,7.079652254341615,7.094509899024282]costs in simplex
% Application starting next step
costs{7}	=[7.024551651017257,7.079652254341615,7.094509899024282];
% Iteration step no.1
% ========================================================================
% no17
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{17}	=[0.05328125004889436,2.765625003958121];
costWeakConstraintPenalty{17}	=0.7797851562499903;
predicted{17}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3363,1.6619,0.0259,2.0081,1.2018,1.5762,0.02539,2.0081,1.0893,1.5029,0.02347,2.0081,0.9972,1.4258,0.02201,2.0081,0.9407,1.3481,0.02156,2.0081,0.917,1.2992];
observed{17}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{17}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.02429999999999999,0.006099999999999994,0.0011000000000000003,-0.008100000000000218,-0.2148,0.01079999999999992,0.0016100000000000003,-0.008100000000000218,-0.1503,0.008099999999999996,0.0015300000000000001,-0.008100000000000218,-0.012199999999999989,0.0021999999999999797,0.001990000000000002,-0.008100000000000218,0.09829999999999994,0.07389999999999985,0.002440000000000001,-0.008100000000000218,0.09999999999999987,0.08879999999999999];
obs_stdev{17}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{17}	=6.329455053603107;
costTotal{17}	=7.109240209853097;
% SimulationKwadraticCostFunction: evaluation 17 : cost = 7.109240209853097
% ========================================================================
% no18
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{18}	=[0.05175781252619342,2.707031253085006];
costWeakConstraintPenalty{18}	=0.40469360351562306;
predicted{18}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02588,2.0081,1.211,1.5803,0.02534,2.0081,1.1053,1.51,0.02341,2.0081,1.0119,1.434,0.02194,2.0081,0.9548,1.3571,0.02148,2.0081,0.9304,1.3081];
observed{18}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{18}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011199999999999995,-0.008100000000000218,-0.2240000000000001,0.006699999999999928,0.0016599999999999983,-0.008100000000000218,-0.1663,9.999999999998899E-4,0.0015900000000000011,-0.008100000000000218,-0.026900000000000035,-0.006000000000000005,0.0020599999999999993,-0.008100000000000218,0.08419999999999994,0.06489999999999996,0.0025200000000000014,-0.008100000000000218,0.0865999999999999,0.07989999999999986];
obs_stdev{18}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{18}	=6.629947638817043;
costTotal{18}	=7.0346412423326665;
% SimulationKwadraticCostFunction: evaluation 18 : cost = 7.0346412423326665
% CONTRACT INSIDE!
% costs[7.024551651017257,7.0346412423326665,7.079652254341615]costs in simplex
% Application starting next step
costs{8}	=[7.024551651017257,7.0346412423326665,7.079652254341615];
% Iteration step no.1
% ========================================================================
% no19
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{19}	=[0.05097656251455189,2.753906253783498];
costWeakConstraintPenalty{19}	=0.5348205566406239;
predicted{19}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2087,1.5802,0.02536,2.0081,1.0992,1.5088,0.02342,2.0081,1.0078,1.433,0.02195,2.0081,0.9508,1.356,0.02149,2.0081,0.9265,1.307];
observed{19}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{19}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22170000000000012,0.006799999999999917,0.001639999999999999,-0.008100000000000218,-0.1602,0.0021999999999999797,0.0015800000000000015,-0.008100000000000218,-0.022800000000000042,-0.0050000000000001155,0.0020499999999999997,-0.008100000000000218,0.08819999999999995,0.06599999999999984,0.002510000000000002,-0.008100000000000218,0.09049999999999991,0.08099999999999996];
obs_stdev{19}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{19}	=6.510689328952002;
costTotal{19}	=7.045509885592626;
% SimulationKwadraticCostFunction: evaluation 19 : cost = 7.045509885592626
% ========================================================================
% no20
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{20}	=[0.051396484395809225,2.741210941094323];
costWeakConstraintPenalty{20}	=0.5044651031494133;
predicted{20}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02588,2.0081,1.2093,1.58,0.02535,2.0081,1.1007,1.5089,0.02341,2.0081,1.009,1.4331,0.02195,2.0081,0.952,1.3561,0.02149,2.0081,0.9277,1.3071];
observed{20}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{20}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011199999999999995,-0.008100000000000218,-0.22230000000000005,0.006999999999999895,0.0016499999999999987,-0.008100000000000218,-0.16170000000000007,0.0020999999999999908,0.0015900000000000011,-0.008100000000000218,-0.02399999999999991,-0.0051000000000001044,0.0020499999999999997,-0.008100000000000218,0.08699999999999997,0.06589999999999985,0.002510000000000002,-0.008100000000000218,0.08929999999999993,0.08089999999999997];
obs_stdev{20}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{20}	=6.540115616914629;
costTotal{20}	=7.044580720064042;
% SimulationKwadraticCostFunction: evaluation 20 : cost = 7.044580720064042
% CONTRACT OUTSIDE!
% costs[7.024551651017257,7.0346412423326665,7.044580720064042]costs in simplex
% Application starting next step
costs{9}	=[7.024551651017257,7.0346412423326665,7.044580720064042];
% Iteration step no.1
% ========================================================================
% no21
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{21}	=[0.052236328158323825,2.7158203157159733];
costWeakConstraintPenalty{21}	=0.47265052795409584;
predicted{21}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02588,2.0081,1.2102,1.5796,0.02535,2.0081,1.1019,1.5085,0.02342,2.0081,1.009,1.4323,0.02195,2.0081,0.952,1.3552,0.0215,2.0081,0.9277,1.3063];
observed{21}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{21}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011199999999999995,-0.008100000000000218,-0.22319999999999995,0.007400000000000073,0.0016499999999999987,-0.008100000000000218,-0.16290000000000016,0.0024999999999999467,0.0015800000000000015,-0.008100000000000218,-0.02399999999999991,-0.0042999999999999705,0.0020499999999999997,-0.008100000000000218,0.08699999999999997,0.06679999999999997,0.0025000000000000022,-0.008100000000000218,0.08929999999999993,0.08169999999999988];
obs_stdev{21}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{21}	=6.582197749152888;
costTotal{21}	=7.054848277106984;
% SimulationKwadraticCostFunction: evaluation 21 : cost = 7.054848277106984
% ========================================================================
% no22
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{22}	=[0.05160644533643788,2.7348632847497356];
costWeakConstraintPenalty{22}	=0.49289941787719566;
predicted{22}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02588,2.0081,1.2098,1.58,0.02535,2.0081,1.1004,1.5086,0.02342,2.0081,1.0083,1.4326,0.02195,2.0081,0.9513,1.3555,0.0215,2.0081,0.927,1.3066];
observed{22}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{22}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011199999999999995,-0.008100000000000218,-0.2228,0.006999999999999895,0.0016499999999999987,-0.008100000000000218,-0.1614000000000001,0.0023999999999999577,0.0015800000000000015,-0.008100000000000218,-0.023299999999999987,-0.0046000000000001595,0.0020499999999999997,-0.008100000000000218,0.08769999999999989,0.0665,0.0025000000000000022,-0.008100000000000218,0.08999999999999986,0.08139999999999992];
obs_stdev{22}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{22}	=6.553162869322973;
costTotal{22}	=7.046062287200169;
% SimulationKwadraticCostFunction: evaluation 22 : cost = 7.046062287200169
% ========================================================================
% no23
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{23}	=[0.05181640627706653,2.728515628405148];
costWeakConstraintPenalty{23}	=0.48374176025390375;
predicted{23}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02588,2.0081,1.2093,1.5797,0.02535,2.0081,1.1014,1.5087,0.02342,2.0081,1.0092,1.4327,0.02195,2.0081,0.9522,1.3557,0.02149,2.0081,0.9279,1.3068];
observed{23}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{23}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011199999999999995,-0.008100000000000218,-0.22230000000000005,0.007299999999999862,0.0016499999999999987,-0.008100000000000218,-0.1624,0.0022999999999999687,0.0015800000000000015,-0.008100000000000218,-0.02420000000000011,-0.0047000000000001485,0.0020499999999999997,-0.008100000000000218,0.08679999999999988,0.06630000000000003,0.002510000000000002,-0.008100000000000218,0.08909999999999996,0.08119999999999994];
obs_stdev{23}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{23}	=6.550184748469637;
costTotal{23}	=7.033926508723541;
% SimulationKwadraticCostFunction: evaluation 23 : cost = 7.033926508723541
% ========================================================================
% no24
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{24}	=[0.05163574221187443,2.7456054724098067];
costWeakConstraintPenalty{24}	=0.5360894203186019;
predicted{24}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2088,1.5797,0.02535,2.0081,1.1002,1.5084,0.02342,2.0081,1.0082,1.4325,0.02195,2.0081,0.9512,1.3555,0.0215,2.0081,0.927,1.3065];
observed{24}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{24}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.2218000000000001,0.007299999999999862,0.0016499999999999987,-0.008100000000000218,-0.16120000000000012,0.0025999999999999357,0.0015800000000000015,-0.008100000000000218,-0.0232,-0.0045000000000001705,0.0020499999999999997,-0.008100000000000218,0.08779999999999988,0.0665,0.0025000000000000022,-0.008100000000000218,0.08999999999999986,0.0814999999999999];
obs_stdev{24}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{24}	=6.526235932320691;
costTotal{24}	=7.062325352639292;
% SimulationKwadraticCostFunction: evaluation 24 : cost = 7.062325352639292
% SHRINK
maximumCost{2}	=7.062325352639292;
% WARNING: SHRINK produces worse parameter set
% costs[7.024551651017257,7.033926508723541,7.062325352639292]costs in simplex
% Application starting next step
costs{10}	=[7.024551651017257,7.033926508723541,7.062325352639292];
% Iteration step no.1
% ========================================================================
% no25
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{25}	=[0.052055664093131754,2.732910159720632];
costWeakConstraintPenalty{25}	=0.5184922218322728;
predicted{25}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2088,1.5793,0.02536,2.0081,1.0992,1.5077,0.02342,2.0081,1.007,1.4315,0.02196,2.0081,0.9501,1.3544,0.02151,2.0081,0.9258,1.3054];
observed{25}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{25}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.2218000000000001,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1602,0.0032999999999998586,0.0015800000000000015,-0.008100000000000218,-0.02199999999999991,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08889999999999998,0.06759999999999988,0.002489999999999999,-0.008100000000000218,0.09119999999999995,0.0826];
obs_stdev{25}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{25}	=6.522936390271593;
costTotal{25}	=7.041428612103866;
% SimulationKwadraticCostFunction: evaluation 25 : cost = 7.041428612103866
% ========================================================================
% no26
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{26}	=[0.05195068362281742,2.7360839878929255];
costWeakConstraintPenalty{26}	=0.5219885110855077;
predicted{26}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2081,1.5792,0.02536,2.0081,1.0992,1.5077,0.02342,2.0081,1.0075,1.4318,0.02196,2.0081,0.9505,1.3547,0.0215,2.0081,0.9263,1.3057];
observed{26}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{26}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22109999999999996,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.1602,0.0032999999999998586,0.0015800000000000015,-0.008100000000000218,-0.022500000000000075,-0.0038000000000000256,0.00204,-0.008100000000000218,0.08849999999999991,0.06729999999999992,0.0025000000000000022,-0.008100000000000218,0.09069999999999989,0.08229999999999982];
obs_stdev{26}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{26}	=6.502618573408935;
costTotal{26}	=7.024607084494442;
% SimulationKwadraticCostFunction: evaluation 26 : cost = 7.024607084494442
% CONTRACT OUTSIDE!
% costs[7.024551651017257,7.024607084494442,7.033926508723541]costs in simplex
% Application starting next step
costs{11}	=[7.024551651017257,7.024607084494442,7.033926508723541];
% Iteration step no.1
% ========================================================================
% no27
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{27}	=[0.052009277373690516,2.7575683632130676];
costWeakConstraintPenalty{27}	=0.61147558689117;
predicted{27}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2064,1.5786,0.02537,2.0081,1.0963,1.5067,0.02343,2.0081,1.0042,1.4304,0.02197,2.0081,0.9474,1.3531,0.02152,2.0081,0.9233,1.3042];
observed{27}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{27}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.21939999999999993,0.008399999999999963,0.0016299999999999995,-0.008100000000000218,-0.1573000000000001,0.0042999999999999705,0.001570000000000002,-0.008100000000000218,-0.019199999999999995,-0.0023999999999999577,0.0020300000000000006,-0.008100000000000218,0.0915999999999999,0.06889999999999996,0.0024799999999999996,-0.008100000000000218,0.0936999999999999,0.08379999999999987];
obs_stdev{27}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{27}	=6.452540232646251;
costTotal{27}	=7.0640158195374205;
% SimulationKwadraticCostFunction: evaluation 27 : cost = 7.0640158195374205
% ========================================================================
% no28
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{28}	=[0.051864624051222524,2.735778812107128];
costWeakConstraintPenalty{28}	=0.5142696276307074;
predicted{28}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2083,1.5793,0.02536,2.0081,1.0994,1.5079,0.02342,2.0081,1.0077,1.432,0.02196,2.0081,0.9508,1.3549,0.0215,2.0081,0.9265,1.3059];
observed{28}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{28}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22129999999999994,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1604,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022700000000000053,-0.0040000000000000036,0.00204,-0.008100000000000218,0.08819999999999995,0.06709999999999994,0.0025000000000000022,-0.008100000000000218,0.09049999999999991,0.08209999999999984];
obs_stdev{28}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{28}	=6.505516083201008;
costTotal{28}	=7.019785710831715;
% SimulationKwadraticCostFunction: evaluation 28 : cost = 7.019785710831715
% CONTRACT INSIDE!
% costs[7.019785710831715,7.024551651017257,7.024607084494442]costs in simplex
% Application starting next step
costs{12}	=[7.019785710831715,7.024551651017257,7.024607084494442];
% Iteration step no.1
% ========================================================================
% no29
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{29}	=[0.051788940456344745,2.749694827939493];
costWeakConstraintPenalty{29}	=0.5627861991524663;
predicted{29}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2069,1.579,0.02536,2.0081,1.097,1.5071,0.02343,2.0081,1.0055,1.4311,0.02196,2.0081,0.9486,1.3539,0.02151,2.0081,0.9244,1.305];
observed{29}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{29}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.2199000000000001,0.008000000000000007,0.001639999999999999,-0.008100000000000218,-0.15800000000000003,0.0038999999999997925,0.001570000000000002,-0.008100000000000218,-0.020500000000000074,-0.0031000000000001027,0.00204,-0.008100000000000218,0.09039999999999992,0.06809999999999983,0.002489999999999999,-0.008100000000000218,0.0925999999999999,0.08299999999999996];
obs_stdev{29}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{29}	=6.462776181946254;
costTotal{29}	=7.02556238109872;
% SimulationKwadraticCostFunction: evaluation 29 : cost = 7.02556238109872
% ========================================================================
% no30
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{30}	=[0.051910247831199255,2.7394866979045673];
costWeakConstraintPenalty{30}	=0.5318119474686657;
predicted{30}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2082,1.5793,0.02536,2.0081,1.0993,1.5078,0.02342,2.0081,1.0075,1.4319,0.02196,2.0081,0.9506,1.3548,0.0215,2.0081,0.9263,1.3058];
observed{30}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{30}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22119999999999995,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1603,0.0031999999999998696,0.0015800000000000015,-0.008100000000000218,-0.022500000000000075,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08839999999999992,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.09069999999999989,0.08219999999999983];
obs_stdev{30}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{30}	=6.50510120256775;
costTotal{30}	=7.0369131500364155;
% SimulationKwadraticCostFunction: evaluation 30 : cost = 7.0369131500364155
% ========================================================================
% no31
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{31}	=[0.05186981203958108,2.742889407916209];
costWeakConstraintPenalty{31}	=0.5418860409408777;
predicted{31}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2083,1.5793,0.02536,2.0081,1.0996,1.508,0.02342,2.0081,1.0081,1.4321,0.02195,2.0081,0.9511,1.3551,0.0215,2.0081,0.9268,1.3061];
observed{31}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{31}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22129999999999994,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.16059999999999997,0.0029999999999998916,0.0015800000000000015,-0.008100000000000218,-0.02310000000000001,-0.0040999999999999925,0.0020499999999999997,-0.008100000000000218,0.08789999999999998,0.06689999999999996,0.0025000000000000022,-0.008100000000000218,0.09019999999999995,0.08189999999999986];
obs_stdev{31}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{31}	=6.507076143298857;
costTotal{31}	=7.048962184239734;
% SimulationKwadraticCostFunction: evaluation 31 : cost = 7.048962184239734
% ========================================================================
% no32
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{32}	=[0.05190765383701997,2.7359314000000268];
costWeakConstraintPenalty{32}	=0.5180918518453809;
predicted{32}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2082,1.5793,0.02536,2.0081,1.0993,1.5078,0.02342,2.0081,1.0076,1.4319,0.02196,2.0081,0.9507,1.3548,0.0215,2.0081,0.9264,1.3058];
observed{32}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{32}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22119999999999995,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1603,0.0031999999999998696,0.0015800000000000015,-0.008100000000000218,-0.022600000000000064,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08829999999999993,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.0905999999999999,0.08219999999999983];
obs_stdev{32}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{32}	=6.503638756894929;
costTotal{32}	=7.02173060874031;
% SimulationKwadraticCostFunction: evaluation 32 : cost = 7.02173060874031
% SHRINK
maximumCost{3}	=7.048962184239734;
% WARNING: SHRINK produces worse parameter set
% costs[7.019785710831715,7.02173060874031,7.048962184239734]costs in simplex
% Application starting next step
costs{13}	=[7.019785710831715,7.02173060874031,7.048962184239734];
% Iteration step no.1
% ========================================================================
% no33
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{33}	=[0.051902465848661414,2.7288208041909456];
costWeakConstraintPenalty{33}	=0.49125919491052333;
predicted{33}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2092,1.5796,0.02535,2.0081,1.1012,1.5085,0.02342,2.0081,1.009,1.4325,0.02195,2.0081,0.952,1.3555,0.0215,2.0081,0.9277,1.3065];
observed{33}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{33}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22220000000000006,0.007400000000000073,0.0016499999999999987,-0.008100000000000218,-0.1622,0.0024999999999999467,0.0015800000000000015,-0.008100000000000218,-0.02399999999999991,-0.0045000000000001705,0.0020499999999999997,-0.008100000000000218,0.08699999999999997,0.0665,0.0025000000000000022,-0.008100000000000218,0.08929999999999993,0.0814999999999999];
obs_stdev{33}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{33}	=6.543110082662429;
costTotal{33}	=7.034369277572953;
% SimulationKwadraticCostFunction: evaluation 33 : cost = 7.034369277572953
% ========================================================================
% no34
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{34}	=[0.051894302396391326,2.7323379551222615];
costWeakConstraintPenalty{34}	=0.503615019493733;
predicted{34}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2092,1.5796,0.02535,2.0081,1.1012,1.5085,0.02342,2.0081,1.009,1.4326,0.02195,2.0081,0.952,1.3555,0.0215,2.0081,0.9277,1.3066];
observed{34}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{34}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22220000000000006,0.007400000000000073,0.0016499999999999987,-0.008100000000000218,-0.1622,0.0024999999999999467,0.0015800000000000015,-0.008100000000000218,-0.02399999999999991,-0.0046000000000001595,0.0020499999999999997,-0.008100000000000218,0.08699999999999997,0.0665,0.0025000000000000022,-0.008100000000000218,0.08929999999999993,0.08139999999999992];
obs_stdev{34}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{34}	=6.542709617738678;
costTotal{34}	=7.046324637232411;
% SimulationKwadraticCostFunction: evaluation 34 : cost = 7.046324637232411
% ========================================================================
% no35
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{35}	=[0.05188613894412125,2.7358551060535774];
costWeakConstraintPenalty{35}	=0.5161714353598628;
predicted{35}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2082,1.5793,0.02536,2.0081,1.0993,1.5079,0.02342,2.0081,1.0077,1.4319,0.02196,2.0081,0.9507,1.3549,0.0215,2.0081,0.9264,1.3059];
observed{35}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{35}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22119999999999995,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1603,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022700000000000053,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08829999999999993,0.06709999999999994,0.0025000000000000022,-0.008100000000000218,0.0905999999999999,0.08209999999999984];
obs_stdev{35}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{35}	=6.503099916641464;
costTotal{35}	=7.019271352001327;
% SimulationKwadraticCostFunction: evaluation 35 : cost = 7.019271352001327
% ========================================================================
% no36
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{36}	=[0.0518672180454018,2.7393341100116686];
costWeakConstraintPenalty{36}	=0.5279765785671736;
predicted{36}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2083,1.5793,0.02536,2.0081,1.0994,1.5079,0.02342,2.0081,1.0077,1.432,0.02196,2.0081,0.9508,1.3549,0.0215,2.0081,0.9265,1.3059];
observed{36}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{36}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22129999999999994,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1604,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022700000000000053,-0.0040000000000000036,0.00204,-0.008100000000000218,0.08819999999999995,0.06709999999999994,0.0025000000000000022,-0.008100000000000218,0.09049999999999991,0.08209999999999984];
obs_stdev{36}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{36}	=6.505516083201008;
costTotal{36}	=7.033492661768181;
% SimulationKwadraticCostFunction: evaluation 36 : cost = 7.033492661768181
% SHRINK
% costs[7.019271352001327,7.019785710831715,7.033492661768181]costs in simplex
% Application starting next step
costs{14}	=[7.019271352001327,7.019785710831715,7.033492661768181];
% Iteration step no.1
% ========================================================================
% no37
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{37}	=[0.05188354494994199,2.732299808149037];
costWeakConstraintPenalty{37}	=0.5026604235172257;
predicted{37}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2092,1.5796,0.02535,2.0081,1.1012,1.5085,0.02342,2.0081,1.009,1.4326,0.02195,2.0081,0.952,1.3556,0.0215,2.0081,0.9277,1.3066];
observed{37}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{37}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22220000000000006,0.007400000000000073,0.0016499999999999987,-0.008100000000000218,-0.1622,0.0024999999999999467,0.0015800000000000015,-0.008100000000000218,-0.02399999999999991,-0.0046000000000001595,0.0020499999999999997,-0.008100000000000218,0.08699999999999997,0.06640000000000001,0.0025000000000000022,-0.008100000000000218,0.08929999999999993,0.08139999999999992];
obs_stdev{37}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{37}	=6.542380996385561;
costTotal{37}	=7.045041419902787;
% SimulationKwadraticCostFunction: evaluation 37 : cost = 7.045041419902787
% ========================================================================
% no38
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{38}	=[0.051871299771536844,2.7375755345460107];
costWeakConstraintPenalty{38}	=0.5215723180735918;
predicted{38}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2083,1.5793,0.02536,2.0081,1.0994,1.5079,0.02342,2.0081,1.0077,1.432,0.02196,2.0081,0.9507,1.3549,0.0215,2.0081,0.9265,1.3059];
observed{38}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{38}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22129999999999994,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1604,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022700000000000053,-0.0040000000000000036,0.00204,-0.008100000000000218,0.08829999999999993,0.06709999999999994,0.0025000000000000022,-0.008100000000000218,0.09049999999999991,0.08209999999999984];
obs_stdev{38}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{38}	=6.506333575379207;
costTotal{38}	=7.0279058934527985;
% SimulationKwadraticCostFunction: evaluation 38 : cost = 7.0279058934527985
% CONTRACT INSIDE!
% costs[7.019271352001327,7.019785710831715,7.0279058934527985]costs in simplex
% Application starting next step
costs{15}	=[7.019271352001327,7.019785710831715,7.0279058934527985];
% Iteration step no.1
% ========================================================================
% no39
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{39}	=[0.05187946322380693,2.7340583836146948];
costWeakConstraintPenalty{39}	=0.5089142405486172;
predicted{39}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2092,1.5796,0.02536,2.0081,1.0996,1.508,0.02342,2.0081,1.0075,1.4319,0.02196,2.0081,0.9505,1.3548,0.0215,2.0081,0.9263,1.3059];
observed{39}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{39}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22220000000000006,0.007400000000000073,0.001639999999999999,-0.008100000000000218,-0.16059999999999997,0.0029999999999998916,0.0015800000000000015,-0.008100000000000218,-0.022500000000000075,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08849999999999991,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.09069999999999989,0.08209999999999984];
obs_stdev{39}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{39}	=6.53359411565432;
costTotal{39}	=7.042508356202937;
% SimulationKwadraticCostFunction: evaluation 39 : cost = 7.042508356202937
% ========================================================================
% no40
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{40}	=[0.051873340634604366,2.7366962468131817];
costWeakConstraintPenalty{40}	=0.5183889932595744;
predicted{40}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2083,1.5793,0.02536,2.0081,1.0994,1.5079,0.02342,2.0081,1.0077,1.432,0.02196,2.0081,0.9507,1.3549,0.0215,2.0081,0.9265,1.3059];
observed{40}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{40}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22129999999999994,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1604,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022700000000000053,-0.0040000000000000036,0.00204,-0.008100000000000218,0.08829999999999993,0.06709999999999994,0.0025000000000000022,-0.008100000000000218,0.09049999999999991,0.08209999999999984];
obs_stdev{40}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{40}	=6.506333575379207;
costTotal{40}	=7.024722568638781;
% SimulationKwadraticCostFunction: evaluation 40 : cost = 7.024722568638781
% CONTRACT INSIDE!
% costs[7.019271352001327,7.019785710831715,7.024722568638781]costs in simplex
% Application starting next step
costs{16}	=[7.019271352001327,7.019785710831715,7.024722568638781];
% Iteration step no.1
% ========================================================================
% no41
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{41}	=[0.0518774223607394,2.7349376713475237];
costWeakConstraintPenalty{41}	=0.5120599544970869;
predicted{41}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5077,0.02343,2.0081,1.0068,1.4316,0.02196,2.0081,0.9498,1.3544,0.02151,2.0081,0.9256,1.3054];
observed{41}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{41}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0032999999999998586,0.001570000000000002,-0.008100000000000218,-0.02179999999999993,-0.0036000000000000476,0.00204,-0.008100000000000218,0.08919999999999995,0.06759999999999988,0.002489999999999999,-0.008100000000000218,0.09139999999999993,0.0826];
obs_stdev{41}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{41}	=6.497001322720183;
costTotal{41}	=7.00906127721727;
% SimulationKwadraticCostFunction: evaluation 41 : cost = 7.00906127721727
% ========================================================================
% no42
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{42}	=[0.051879463223806904,2.7340583836146948];
costWeakConstraintPenalty{42}	=0.5089142405486152;
predicted{42}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2092,1.5796,0.02536,2.0081,1.0996,1.508,0.02342,2.0081,1.0075,1.4319,0.02196,2.0081,0.9505,1.3548,0.0215,2.0081,0.9263,1.3059];
observed{42}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{42}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22220000000000006,0.007400000000000073,0.001639999999999999,-0.008100000000000218,-0.16059999999999997,0.0029999999999998916,0.0015800000000000015,-0.008100000000000218,-0.022500000000000075,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08849999999999991,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.09069999999999989,0.08209999999999984];
obs_stdev{42}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{42}	=6.53359411565432;
costTotal{42}	=7.042508356202935;
% SimulationKwadraticCostFunction: evaluation 42 : cost = 7.042508356202935
% REFLECT ALSO!
% costs[7.00906127721727,7.019271352001327,7.019785710831715]costs in simplex
% Application starting next step
costs{17}	=[7.00906127721727,7.019271352001327,7.019785710831715];
% Iteration step no.1
% ========================================================================
% no43
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{43}	=[0.051898937253638144,2.735013965293973];
costWeakConstraintPenalty{43}	=0.5139717496131179;
predicted{43}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2079,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{43}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{43}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22089999999999999,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{43}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{43}	=6.4939143996708655;
costTotal{43}	=7.0078861492839835;
% SimulationKwadraticCostFunction: evaluation 43 : cost = 7.0078861492839835
% ========================================================================
% no44
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{44}	=[0.05191609385484594,2.7346315418873957];
costWeakConstraintPenalty{44}	=0.5138439814854767;
predicted{44}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2091,1.5795,0.02536,2.0081,1.0995,1.5079,0.02342,2.0081,1.0075,1.4319,0.02196,2.0081,0.9505,1.3548,0.0215,2.0081,0.9263,1.3058];
observed{44}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{44}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22210000000000008,0.007500000000000062,0.001639999999999999,-0.008100000000000218,-0.16049999999999998,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022500000000000075,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08849999999999991,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.09069999999999989,0.08219999999999983];
obs_stdev{44}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{44}	=6.52996219027061;
costTotal{44}	=7.043806171756087;
% SimulationKwadraticCostFunction: evaluation 44 : cost = 7.043806171756087
% REFLECT ALSO!
% costs[7.0078861492839835,7.00906127721727,7.019271352001327]costs in simplex
% Application starting next step
costs{18}	=[7.0078861492839835,7.00906127721727,7.019271352001327];
% Iteration step no.1
% ========================================================================
% no45
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{45}	=[0.05189022067025628,2.7340965305879195];
costWeakConstraintPenalty{45}	=0.5098681535164323;
predicted{45}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2092,1.5796,0.02536,2.0081,1.0996,1.508,0.02342,2.0081,1.0075,1.4319,0.02196,2.0081,0.9505,1.3548,0.0215,2.0081,0.9262,1.3058];
observed{45}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{45}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22220000000000006,0.007400000000000073,0.001639999999999999,-0.008100000000000218,-0.16059999999999997,0.0029999999999998916,0.0015800000000000015,-0.008100000000000218,-0.022500000000000075,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08849999999999991,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.09079999999999988,0.08219999999999983];
obs_stdev{45}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{45}	=6.534897941186886;
costTotal{45}	=7.044766094703318;
% SimulationKwadraticCostFunction: evaluation 45 : cost = 7.044766094703318
% ========================================================================
% no46
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{46}	=[0.05188715937565501,2.735415462187163];
costWeakConstraintPenalty{46}	=0.5145909135408118;
predicted{46}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2082,1.5793,0.02536,2.0081,1.0993,1.5079,0.02342,2.0081,1.0077,1.4319,0.02196,2.0081,0.9507,1.3548,0.0215,2.0081,0.9264,1.3059];
observed{46}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{46}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22119999999999995,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1603,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022700000000000053,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08829999999999993,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.0905999999999999,0.08209999999999984];
obs_stdev{46}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{46}	=6.503431999769555;
costTotal{46}	=7.018022913310367;
% SimulationKwadraticCostFunction: evaluation 46 : cost = 7.018022913310367
% CONTRACT INSIDE!
% costs[7.0078861492839835,7.00906127721727,7.018022913310367]costs in simplex
% Application starting next step
costs{19}	=[7.0078861492839835,7.00906127721727,7.018022913310367];
% Iteration step no.1
% ========================================================================
% no47
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{47}	=[0.05188920023872254,2.734536174454334];
costWeakConstraintPenalty{47}	=0.5114392726190976;
predicted{47}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2092,1.5796,0.02536,2.0081,1.0996,1.508,0.02342,2.0081,1.0076,1.432,0.02196,2.0081,0.9506,1.3548,0.0215,2.0081,0.9263,1.3059];
observed{47}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{47}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22220000000000006,0.007400000000000073,0.001639999999999999,-0.008100000000000218,-0.16059999999999997,0.0029999999999998916,0.0015800000000000015,-0.008100000000000218,-0.022600000000000064,-0.0040000000000000036,0.00204,-0.008100000000000218,0.08839999999999992,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.09069999999999989,0.08209999999999984];
obs_stdev{47}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{47}	=6.533026561603297;
costTotal{47}	=7.044465834222394;
% SimulationKwadraticCostFunction: evaluation 47 : cost = 7.044465834222394
% ========================================================================
% no48
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{48}	=[0.051887669591421895,2.7351956402539557];
costWeakConstraintPenalty{48}	=0.5138018279708352;
predicted{48}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2082,1.5793,0.02536,2.0081,1.0993,1.5079,0.02342,2.0081,1.0077,1.4319,0.02196,2.0081,0.9507,1.3548,0.0215,2.0081,0.9264,1.3059];
observed{48}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{48}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22119999999999995,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1603,0.0030999999999998806,0.0015800000000000015,-0.008100000000000218,-0.022700000000000053,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08829999999999993,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.0905999999999999,0.08209999999999984];
obs_stdev{48}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{48}	=6.503431999769555;
costTotal{48}	=7.01723382774039;
% SimulationKwadraticCostFunction: evaluation 48 : cost = 7.01723382774039
% CONTRACT INSIDE!
% costs[7.0078861492839835,7.00906127721727,7.01723382774039]costs in simplex
% Application starting next step
costs{20}	=[7.0078861492839835,7.00906127721727,7.01723382774039];
% Iteration step no.1
% ========================================================================
% no49
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{49}	=[0.05188869002295565,2.734755996387541];
costWeakConstraintPenalty{49}	=0.5122260075099776;
predicted{49}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5077,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9256,1.3054];
observed{49}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{49}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0032999999999998586,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09139999999999993,0.0826];
obs_stdev{49}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{49}	=6.497094294822723;
costTotal{49}	=7.009320302332701;
% SimulationKwadraticCostFunction: evaluation 49 : cost = 7.009320302332701
% ========================================================================
% no50
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{50}	=[0.05188843491507221,2.734865907354145];
costWeakConstraintPenalty{50}	=0.5126196687903046;
predicted{50}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5077,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9256,1.3054];
observed{50}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{50}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0032999999999998586,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09139999999999993,0.0826];
obs_stdev{50}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{50}	=6.497094294822723;
costTotal{50}	=7.009713963613028;
% SimulationKwadraticCostFunction: evaluation 50 : cost = 7.009713963613028
% ========================================================================
% no51
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{51}	=[0.051888179807188774,2.7349758183207484];
costWeakConstraintPenalty{51}	=0.5130135259605568;
predicted{51}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5077,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9256,1.3054];
observed{51}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{51}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0032999999999998586,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09139999999999993,0.0826];
obs_stdev{51}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{51}	=6.497094294822723;
costTotal{51}	=7.01010782078328;
% SimulationKwadraticCostFunction: evaluation 51 : cost = 7.01010782078328
% ========================================================================
% no52
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{52}	=[0.05189330342253002,2.7351048027739644];
costWeakConstraintPenalty{52}	=0.5138860879793562;
predicted{52}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{52}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{52}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{52}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{52}	=6.497993149967258;
costTotal{52}	=7.011879237946615;
% SimulationKwadraticCostFunction: evaluation 52 : cost = 7.011879237946615
% SHRINK
% costs[7.0078861492839835,7.01010782078328,7.011879237946615]costs in simplex
% Application starting next step
costs{21}	=[7.0078861492839835,7.01010782078328,7.011879237946615];
% Iteration step no.1
% ========================================================================
% no53
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{53}	=[0.051893813638296885,2.734884980840757];
costWeakConstraintPenalty{53}	=0.5130982204369696;
predicted{53}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{53}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{53}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{53}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{53}	=6.497993149967258;
costTotal{53}	=7.011091370404228;
% SimulationKwadraticCostFunction: evaluation 53 : cost = 7.011091370404228
% ========================================================================
% no54
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{54}	=[0.051893686084355156,2.734939936324059];
costWeakConstraintPenalty{54}	=0.5132951138638436;
predicted{54}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{54}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{54}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{54}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{54}	=6.497993149967258;
costTotal{54}	=7.011288263831102;
% SimulationKwadraticCostFunction: evaluation 54 : cost = 7.011288263831102
% ========================================================================
% no55
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{55}	=[0.051893558530413456,2.7349948918073608];
costWeakConstraintPenalty{55}	=0.5134920562632008;
predicted{55}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0987,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{55}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{55}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15970000000000006,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{55}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{55}	=6.497993149967258;
costTotal{55}	=7.011485206230459;
% SimulationKwadraticCostFunction: evaluation 55 : cost = 7.011485206230459
% ========================================================================
% no56
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{56}	=[0.05189612033808408,2.7350593840339688];
costWeakConstraintPenalty{56}	=0.5139287435930816;
predicted{56}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{56}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{56}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{56}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{56}	=6.496182486557382;
costTotal{56}	=7.010111230150463;
% SimulationKwadraticCostFunction: evaluation 56 : cost = 7.010111230150463
% SHRINK
% costs[7.0078861492839835,7.010111230150463,7.011485206230459]costs in simplex
% Application starting next step
costs{22}	=[7.0078861492839835,7.010111230150463,7.011485206230459];
% Iteration step no.1
% ========================================================================
% no57
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{57}	=[0.05190149906130878,2.735078457520581];
costWeakConstraintPenalty{57}	=0.5144090077946253;
predicted{57}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2082,1.5793,0.02536,2.0081,1.0993,1.5078,0.02342,2.0081,1.0076,1.4319,0.02196,2.0081,0.9507,1.3548,0.0215,2.0081,0.9264,1.3059];
observed{57}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{57}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22119999999999995,0.00770000000000004,0.001639999999999999,-0.008100000000000218,-0.1603,0.0031999999999998696,0.0015800000000000015,-0.008100000000000218,-0.022600000000000064,-0.0039000000000000146,0.00204,-0.008100000000000218,0.08829999999999993,0.06719999999999993,0.0025000000000000022,-0.008100000000000218,0.0905999999999999,0.08209999999999984];
obs_stdev{57}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{57}	=6.5032123456759185;
costTotal{57}	=7.017621353470544;
% SimulationKwadraticCostFunction: evaluation 57 : cost = 7.017621353470544
% ========================================================================
% no58
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{58}	=[0.051895543663137284,2.735015783235666];
costWeakConstraintPenalty{58}	=0.5137210472261055;
predicted{58}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{58}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{58}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{58}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{58}	=6.496182486557382;
costTotal{58}	=7.009903533783487;
% SimulationKwadraticCostFunction: evaluation 58 : cost = 7.009903533783487
% CONTRACT INSIDE!
% costs[7.0078861492839835,7.009903533783487,7.010111230150463]costs in simplex
% Application starting next step
costs{23}	=[7.0078861492839835,7.009903533783487,7.010111230150463];
% Iteration step no.1
% ========================================================================
% no59
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{59}	=[0.05189836057869135,2.7349703644956698];
costWeakConstraintPenalty{59}	=0.5137640199530492;
predicted{59}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{59}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{59}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{59}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{59}	=6.496182486557382;
costTotal{59}	=7.009946506510431;
% SimulationKwadraticCostFunction: evaluation 59 : cost = 7.009946506510431
% ========================================================================
% no60
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{60}	=[0.051897800518539525,2.7349926193802445];
costWeakConstraintPenalty{60}	=0.5138051701562979;
predicted{60}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{60}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{60}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{60}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{60}	=6.496182486557382;
costTotal{60}	=7.00998765671368;
% SimulationKwadraticCostFunction: evaluation 60 : cost = 7.00998765671368
% ========================================================================
% no61
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{61}	=[0.051897240458387714,2.7350148742648193];
costWeakConstraintPenalty{61}	=0.5138463408307203;
predicted{61}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{61}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{61}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{61}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{61}	=6.496182486557382;
costTotal{61}	=7.010028827388102;
% SimulationKwadraticCostFunction: evaluation 61 : cost = 7.010028827388102
% ========================================================================
% no62
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{62}	=[0.05189752879586111,2.735036674663971];
costWeakConstraintPenalty{62}	=0.513950202802311;
predicted{62}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{62}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{62}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{62}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{62}	=6.496182486557382;
costTotal{62}	=7.010132689359693;
% SimulationKwadraticCostFunction: evaluation 62 : cost = 7.010132689359693
% SHRINK
maximumCost{4}	=7.010132689359693;
% WARNING: SHRINK produces worse parameter set
% costs[7.0078861492839835,7.010028827388102,7.010132689359693]costs in simplex
% Application starting next step
costs{24}	=[7.0078861492839835,7.010028827388102,7.010132689359693];
% Iteration step no.1
% ========================================================================
% no63
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{63}	=[0.05189864891616475,2.7349921648948214];
costWeakConstraintPenalty{63}	=0.5138678793182544;
predicted{63}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{63}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{63}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{63}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{63}	=6.496182486557382;
costTotal{63}	=7.010050365875636;
% SimulationKwadraticCostFunction: evaluation 63 : cost = 7.010050365875636
% ========================================================================
% no64
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{64}	=[0.05189836888608884,2.735003292337109];
costWeakConstraintPenalty{64}	=0.51388845251258;
predicted{64}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{64}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{64}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{64}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{64}	=6.496182486557382;
costTotal{64}	=7.010070939069962;
% SimulationKwadraticCostFunction: evaluation 64 : cost = 7.010070939069962
% ========================================================================
% no65
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{65}	=[0.05189808885601293,2.735014419779396];
costWeakConstraintPenalty{65}	=0.5139090308246965;
predicted{65}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{65}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{65}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{65}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{65}	=6.496182486557382;
costTotal{65}	=7.010091517382079;
% SimulationKwadraticCostFunction: evaluation 65 : cost = 7.010091517382079
% ========================================================================
% no66
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{66}	=[0.05189823302474963,2.735025319978972];
costWeakConstraintPenalty{66}	=0.5139609652575172;
predicted{66}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.208,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{66}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{66}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22099999999999997,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{66}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{66}	=6.496182486557382;
costTotal{66}	=7.0101434518148995;
% SimulationKwadraticCostFunction: evaluation 66 : cost = 7.0101434518148995
% SHRINK
maximumCost{5}	=7.0101434518148995;
% WARNING: SHRINK produces worse parameter set
% costs[7.0078861492839835,7.010091517382079,7.0101434518148995]costs in simplex
% Application starting next step
costs{25}	=[7.0078861492839835,7.010091517382079,7.0101434518148995];
% Iteration step no.1
% ========================================================================
% no67
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{67}	=[0.05189879308490146,2.7350030650943973];
costWeakConstraintPenalty{67}	=0.5139198130994799;
predicted{67}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2079,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{67}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{67}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22089999999999999,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{67}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{67}	=6.4939143996708655;
costTotal{67}	=7.007834212770345;
% SimulationKwadraticCostFunction: evaluation 67 : cost = 7.007834212770345
% ========================================================================
% no68
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{68}	=[0.05189907311497735,2.7349919376521097];
costWeakConstraintPenalty{68}	=0.5138992446971482;
predicted{68}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2079,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{68}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{68}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22089999999999999,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{68}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{68}	=6.4939143996708655;
costTotal{68}	=7.007813644368014;
% SimulationKwadraticCostFunction: evaluation 68 : cost = 7.007813644368014
% EXPAND!
% costs[7.007813644368014,7.0078861492839835,7.010091517382079]costs in simplex
% Application starting next step
costs{26}	=[7.007813644368014,7.0078861492839835,7.010091517382079];
% Iteration step no.1
% ========================================================================
% no69
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{69}	=[0.05189992151260257,2.734991483166687];
costWeakConstraintPenalty{69}	=0.5139619970507746;
predicted{69}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02589,2.0081,1.2079,1.5792,0.02536,2.0081,1.0986,1.5076,0.02343,2.0081,1.0067,1.4315,0.02196,2.0081,0.9498,1.3543,0.02151,2.0081,0.9255,1.3054];
observed{69}	=[0.023,2.0,1.265,1.603,0.023,2.0,1.265,1.603,0.025,2.0,1.312,1.668,0.027,2.0,0.987,1.587,0.027,2.0,0.939,1.511,0.025,2.0,0.985,1.428,0.024,2.0,1.039,1.422,0.024,2.0,1.017,1.388];
residuals{69}	=[-2.1000000000000185E-4,-0.008100000000000218,-0.013700000000000045,0.0010999999999998789,2.0999999999999838E-4,-0.008100000000000218,-0.006600000000000161,0.006599999999999939,7.800000000000029E-4,-0.008100000000000218,-0.024399999999999977,0.006000000000000005,0.0011099999999999999,-0.008100000000000218,-0.22089999999999999,0.007800000000000029,0.001639999999999999,-0.008100000000000218,-0.15960000000000008,0.0033999999999998476,0.001570000000000002,-0.008100000000000218,-0.02169999999999994,-0.0035000000000000586,0.00204,-0.008100000000000218,0.08919999999999995,0.06769999999999987,0.002489999999999999,-0.008100000000000218,0.09149999999999991,0.0826];
obs_stdev{69}	=[0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.0023000000342726706,0.20000000298023224,0.12650000188499688,0.16030000238865613,0.002500000037252903,0.20000000298023224,0.13120000195503234,0.1668000024855137,0.002700000040233135,0.20000000298023224,0.0987000014707446,0.15870000236481427,0.002700000040233135,0.20000000298023224,0.09390000139921903,0.15110000225156545,0.002500000037252903,0.20000000298023224,0.09850000146776437,0.14280000212788582,0.002400000035762787,0.20000000298023224,0.10390000154823065,0.14220000211894512,0.002400000035762787,0.20000000298023224,0.10170000151544809,0.13880000206828116];
costObserved{69}	=6.4939143996708655;
costTotal{69}	=7.00787639672164;
% SimulationKwadraticCostFunction: evaluation 69 : cost = 7.00787639672164
% REFLECT!
% costs[7.007813644368014,7.00787639672164,7.0078861492839835]costs in simplex
% costs[7.007813644368014,7.00787639672164,7.0078861492839835]costs in simplex
% Convergence on absolute error max(cost)-min(cost)=7.250491596977326E-5<1.0E-4
% Convergence on relative error (max(cost)-min(cost))/abs(min(cost))=1.0346296241488023E-5<1.0E-4
% ===================================================================
% SimulationKwadraticCostfunction:
% number of evaluations
% n = 69
% all cost values
% costs = [8.640480586480448,8.239612005289244,7.135494326667225,11.510109863610971,7.347978289580521,8.292254030000084,7.423501659726647,7.291860937404683,7.154470890160513,7.2309370421514805,...,7.00998765671368,7.010028827388102,7.010132689359693,7.010050365875636,7.010070939069962,7.010091517382079,7.0101434518148995,7.007834212770345,7.007813644368014,7.00787639672164]
% all parameter values
% parameters=[0.05,0.05500000007450581,0.05,0.05500000007450581,0.05125000001862645,0.05250000003725291,0.05,0.052500000037252886,0.05375000005587932,0.05125000001862641,0.05500000007450573,0.05125000001862644,0.05375000005587935,0.05187500002793964,0.04937499999068676,0.05265625003958118,0.05328125004889436,0.05175781252619342,0.05097656251455189,0.051396484395809225,0.052236328158323825,0.05160644533643788,0.05181640627706653,0.05163574221187443,0.052055664093131754,0.05195068362281742,0.052009277373690516,0.051864624051222524,0.051788940456344745,0.051910247831199255,0.05186981203958108,0.05190765383701997,0.051902465848661414,0.051894302396391326,0.05188613894412125,0.0518672180454018,0.05188354494994199,0.051871299771536844,0.05187946322380693,0.051873340634604366,0.0518774223607394,0.051879463223806904,0.051898937253638144,0.05191609385484594,0.05189022067025628,0.05188715937565501,0.05188920023872254,0.051887669591421895,0.05188869002295565,0.05188843491507221,0.051888179807188774,0.05189330342253002,0.051893813638296885,0.051893686084355156,0.051893558530413456,0.05189612033808408,0.05190149906130878,0.051895543663137284,0.05189836057869135,0.051897800518539525,0.051897240458387714,0.05189752879586111,0.05189864891616475,0.05189836888608884,0.05189808885601293,0.05189823302474963,0.05189879308490146,0.05189907311497735,0.05189992151260257;2.5,2.5,2.7500000037252903,2.2499999962747097,2.625000001862645,2.5,2.625000001862645,2.625000001862645,2.6875000027939677,2.812500004656613,2.8750000055879354,2.6875000027939677,2.5625000009313226,2.7500000037252903,2.7500000037252903,2.7031250030267984,2.765625003958121,2.707031253085006,2.753906253783498,2.741210941094323,2.7158203157159733,2.7348632847497356,2.728515628405148,2.7456054724098067,2.732910159720632,2.7360839878929255,2.7575683632130676,2.735778812107128,2.749694827939493,2.7394866979045673,2.742889407916209,2.7359314000000268,2.7288208041909456,2.7323379551222615,2.7358551060535774,2.7393341100116686,2.732299808149037,2.7375755345460107,2.7340583836146948,2.7366962468131817,2.7349376713475237,2.7340583836146948,2.735013965293973,2.7346315418873957,2.7340965305879195,2.735415462187163,2.734536174454334,2.7351956402539557,2.734755996387541,2.734865907354145,2.7349758183207484,2.7351048027739644,2.734884980840757,2.734939936324059,2.7349948918073608,2.7350593840339688,2.735078457520581,2.735015783235666,2.7349703644956698,2.7349926193802445,2.7350148742648193,2.735036674663971,2.7349921648948214,2.735003292337109,2.735014419779396,2.735025319978972,2.7350030650943973,2.7349919376521097,2.734991483166687]
% number of observations
% nobs=32
% best cost
costOpt{1}	=7.007813644368014;
% best parameters
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
pOpt{1}	=[0.05189907311497735,2.7349919376521097];
% ===================================================================
% Application Done
