% Starting Algorithm: 
%	className: org.openda.algorithms.Simplex
%	dir.: /home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad/./algorithm
%	config.: simulation.xml
% configstring = simulation.xml
% opening :/home/verlaanm/tudelft/svn_costa/trunk/openda/tests/l21triad/./algorithm/simulation.xml
% costFunction@class=SimulationKwadraticCostFunction
% costFunction@weakParameterConstraint=false
% costFunction@factor=0.5
% Application initializing finished
% Initializing application
% ========================================================================
% no1
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{1}	=[0.05,2.5];
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];
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}	=7.739612005289244;
% SimulationKwadraticCostFunction: evaluation 2 : cost = 7.739612005289244
% ========================================================================
% no3
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{3}	=[0.05,2.7500000037252903];
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}	=6.635494326667225;
% SimulationKwadraticCostFunction: evaluation 3 : cost = 6.635494326667225
% outerLoop@maxIterations=100
% outerLoop@absTolerance=0.01
% outerLoop@relTolerance=0.01
% Application initialized
% Application starting next step
costs{1}	=[8.640480586480448,7.739612005289244,6.635494326667225];
% Iteration step no.1
% ========================================================================
% no4
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{4}	=[0.05500000007450581,2.2499999962747097];
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}	=10.510109863610971;
% SimulationKwadraticCostFunction: evaluation 4 : cost = 10.510109863610971
% ========================================================================
% no5
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{5}	=[0.05125000001862645,2.625000001862645];
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}	=7.191728289580521;
% SimulationKwadraticCostFunction: evaluation 5 : cost = 7.191728289580521
% ========================================================================
% no6
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{6}	=[0.05250000003725291,2.5];
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}	=8.167254030000084;
% SimulationKwadraticCostFunction: evaluation 6 : cost = 8.167254030000084
% ========================================================================
% no7
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{7}	=[0.05,2.625000001862645];
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}	=7.298501659726647;
% SimulationKwadraticCostFunction: evaluation 7 : cost = 7.298501659726647
% SHRINK
maximumCost{1}	=8.640480586480448;
% WARNING: SHRINK produces worse parameter set
% costs[7.298501659726647,8.167254030000084,8.640480586480448]costs in simplex
% Application starting next step
costs{2}	=[7.298501659726647,8.167254030000084,8.640480586480448];
% Iteration step no.1
% ========================================================================
% no8
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{8}	=[0.052500000037252886,2.625000001862645];
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}	=7.041860937404685;
% SimulationKwadraticCostFunction: evaluation 8 : cost = 7.041860937404685
% ========================================================================
% no9
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{9}	=[0.05375000005587932,2.6875000027939677];
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}	=6.5919708901605185;
% SimulationKwadraticCostFunction: evaluation 9 : cost = 6.5919708901605185
% EXPAND!
% costs[6.5919708901605185,7.298501659726647,8.167254030000084]costs in simplex
% Application starting next step
costs{3}	=[6.5919708901605185,7.298501659726647,8.167254030000084];
% Iteration step no.1
% ========================================================================
% no10
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{10}	=[0.05125000001862641,2.812500004656613];
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}	=6.418437042151482;
% SimulationKwadraticCostFunction: evaluation 10 : cost = 6.418437042151482
% ========================================================================
% no11
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{11}	=[0.050625000009313165,2.9687500069849193];
predicted{11}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3363,1.662,0.02592,2.0081,1.1923,1.5761,0.02541,2.0081,1.0791,1.5026,0.02351,2.0081,0.9746,1.4233,0.02205,2.0081,0.919,1.3454,0.02159,2.0081,0.896,1.2966];
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,-0.02429999999999999,0.006000000000000005,0.001080000000000001,-0.008100000000000218,-0.20529999999999993,0.01089999999999991,0.0015900000000000011,-0.008100000000000218,-0.1401,0.008399999999999963,0.0014900000000000017,-0.008100000000000218,0.010399999999999965,0.0046999999999999265,0.0019500000000000003,-0.008100000000000218,0.11999999999999988,0.0766,0.002409999999999999,-0.008100000000000218,0.12099999999999989,0.09139999999999993];
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}	=6.377718789388525;
costTotal{11}	=6.377718789388525;
% SimulationKwadraticCostFunction: evaluation 11 : cost = 6.377718789388525
% EXPAND!
% costs[6.377718789388525,6.5919708901605185,7.298501659726647]costs in simplex
% Application starting next step
costs{4}	=[6.377718789388525,6.5919708901605185,7.298501659726647];
% Iteration step no.1
% ========================================================================
% no12
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{12}	=[0.0543750000651925,3.031250007916242];
predicted{12}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3361,1.6619,0.02595,2.0081,1.1792,1.569,0.02547,2.0081,1.0575,1.4925,0.02364,2.0081,0.9207,1.4067,0.02221,2.0081,0.868,1.3276,0.02176,2.0081,0.8471,1.279];
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,-0.02410000000000001,0.006099999999999994,0.0010499999999999989,-0.008100000000000218,-0.19220000000000004,0.018000000000000016,0.0015300000000000001,-0.008100000000000218,-0.11850000000000016,0.01849999999999996,0.00136,-0.008100000000000218,0.06430000000000002,0.021299999999999875,0.00179,-0.008100000000000218,0.17099999999999993,0.09440000000000004,0.002239999999999999,-0.008100000000000218,0.16989999999999994,0.10899999999999999];
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}	=7.395975284486747;
costTotal{12}	=7.395975284486747;
% SimulationKwadraticCostFunction: evaluation 12 : cost = 7.395975284486747
% ========================================================================
% no13
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{13}	=[0.05109375001629812,2.7265625033760443];
predicted{13}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3364,1.662,0.02588,2.0081,1.2109,1.5808,0.02534,2.0081,1.1045,1.5105,0.0234,2.0081,1.0125,1.4349,0.02193,2.0081,0.9554,1.3582,0.02147,2.0081,0.9309,1.3092];
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,-0.024399999999999977,0.006000000000000005,0.0011199999999999995,-0.008100000000000218,-0.2239000000000001,0.006199999999999983,0.0016599999999999983,-0.008100000000000218,-0.1655000000000001,4.999999999999449E-4,0.0016000000000000007,-0.008100000000000218,-0.02749999999999997,-0.006900000000000128,0.002069999999999999,-0.008100000000000218,0.0835999999999999,0.06379999999999986,0.002530000000000001,-0.008100000000000218,0.08609999999999995,0.07879999999999998];
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}	=6.608070616775917;
costTotal{13}	=6.608070616775917;
% SimulationKwadraticCostFunction: evaluation 13 : cost = 6.608070616775917
% CONTRACT INSIDE!
% costs[6.377718789388525,6.5919708901605185,6.608070616775917]costs in simplex
% Application starting next step
costs{5}	=[6.377718789388525,6.5919708901605185,6.608070616775917];
% Iteration step no.1
% ========================================================================
% no14
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{14}	=[0.05328125004889436,2.9296875064028427];
predicted{14}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3362,1.6619,0.02593,2.0081,1.188,1.5724,0.02543,2.0081,1.0733,1.4976,0.02353,2.0081,0.9771,1.4187,0.02208,2.0081,0.9214,1.3404,0.02163,2.0081,0.8985,1.2916];
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,-0.0242,0.006099999999999994,0.001069999999999998,-0.008100000000000218,-0.20099999999999996,0.014599999999999946,0.0015699999999999985,-0.008100000000000218,-0.13429999999999997,0.013399999999999856,0.0014700000000000026,-0.008100000000000218,0.007900000000000018,0.009299999999999864,0.0019200000000000016,-0.008100000000000218,0.11759999999999993,0.0815999999999999,0.0023700000000000006,-0.008100000000000218,0.11849999999999994,0.09639999999999982];
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}	=6.152511338221666;
costTotal{14}	=6.152511338221666;
% SimulationKwadraticCostFunction: evaluation 14 : cost = 6.152511338221666
% ========================================================================
% no15
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{15}	=[0.05437500006519247,3.031250007916242];
predicted{15}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3361,1.6619,0.02595,2.0081,1.1792,1.569,0.02547,2.0081,1.0575,1.4925,0.02364,2.0081,0.9207,1.4067,0.02221,2.0081,0.868,1.3276,0.02176,2.0081,0.8471,1.279];
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,-0.02410000000000001,0.006099999999999994,0.0010499999999999989,-0.008100000000000218,-0.19220000000000004,0.018000000000000016,0.0015300000000000001,-0.008100000000000218,-0.11850000000000016,0.01849999999999996,0.00136,-0.008100000000000218,0.06430000000000002,0.021299999999999875,0.00179,-0.008100000000000218,0.17099999999999993,0.09440000000000004,0.002239999999999999,-0.008100000000000218,0.16989999999999994,0.10899999999999999];
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}	=7.395975284486747;
costTotal{15}	=7.395975284486747;
% SimulationKwadraticCostFunction: evaluation 15 : cost = 7.395975284486747
% REFLECT ALSO!
% costs[6.152511338221666,6.377718789388525,6.5919708901605185]costs in simplex
% Application starting next step
costs{6}	=[6.152511338221666,6.377718789388525,6.5919708901605185];
% Iteration step no.1
% ========================================================================
% no16
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{16}	=[0.050156250002328207,3.2109375105937943];
predicted{16}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3363,1.662,0.02594,2.0081,1.1828,1.5743,0.02549,2.0081,1.0194,1.4948,0.02363,2.0081,0.8982,1.4114,0.02218,2.0081,0.8465,1.3327,0.02172,2.0081,0.8261,1.2841];
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,-0.02429999999999999,0.006000000000000005,0.0010599999999999984,-0.008100000000000218,-0.19580000000000009,0.012699999999999934,0.001510000000000001,-0.008100000000000218,-0.08040000000000014,0.016199999999999992,0.0013699999999999997,-0.008100000000000218,0.08679999999999999,0.016599999999999948,0.0018200000000000022,-0.008100000000000218,0.1924999999999999,0.08929999999999993,0.0022800000000000008,-0.008100000000000218,0.19089999999999996,0.10389999999999988];
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}	=7.905521359437183;
costTotal{16}	=7.905521359437183;
% SimulationKwadraticCostFunction: evaluation 16 : cost = 7.905521359437183
% ========================================================================
% no17
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{17}	=[0.05285156254249154,2.8183593797439244];
predicted{17}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3363,1.6619,0.02591,2.0081,1.1996,1.5758,0.02539,2.0081,1.0864,1.5023,0.02348,2.0081,0.9921,1.4242,0.02203,2.0081,0.9358,1.3464,0.02158,2.0081,0.9122,1.2975];
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,-0.02429999999999999,0.006099999999999994,0.0010900000000000007,-0.008100000000000218,-0.2126,0.011199999999999877,0.0016100000000000003,-0.008100000000000218,-0.1474000000000001,0.00869999999999993,0.0015200000000000005,-0.008100000000000218,-0.007099999999999995,0.0038000000000000256,0.0019699999999999995,-0.008100000000000218,0.10319999999999996,0.07559999999999989,0.002420000000000002,-0.008100000000000218,0.1047999999999999,0.0904999999999998];
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}	=6.315989673821422;
costTotal{17}	=6.315989673821422;
% SimulationKwadraticCostFunction: evaluation 17 : cost = 6.315989673821422
% CONTRACT INSIDE!
% costs[6.152511338221666,6.315989673821422,6.377718789388525]costs in simplex
% Application starting next step
costs{7}	=[6.152511338221666,6.315989673821422,6.377718789388525];
% Iteration step no.1
% ========================================================================
% no18
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{18}	=[0.05550781258207274,2.7792968791618478];
predicted{18}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3362,1.6619,0.02592,2.0081,1.1961,1.5725,0.02541,2.0081,1.0818,1.498,0.02351,2.0081,0.9877,1.4194,0.02207,2.0081,0.9318,1.3412,0.02162,2.0081,0.9085,1.2924];
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,-0.0242,0.006099999999999994,0.001080000000000001,-0.008100000000000218,-0.20909999999999995,0.014499999999999957,0.0015900000000000011,-0.008100000000000218,-0.14280000000000015,0.0129999999999999,0.0014900000000000017,-0.008100000000000218,-0.0027000000000000357,0.008599999999999941,0.0019300000000000012,-0.008100000000000218,0.10719999999999996,0.08079999999999998,0.00238,-0.008100000000000218,0.10849999999999993,0.09559999999999991];
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}	=6.245923912182406;
costTotal{18}	=6.245923912182406;
% SimulationKwadraticCostFunction: evaluation 18 : cost = 6.245923912182406
% REFLECT!
% costs[6.152511338221666,6.245923912182406,6.315989673821422]costs in simplex
% Application starting next step
costs{8}	=[6.152511338221666,6.245923912182406,6.315989673821422];
% Iteration step no.1
% ========================================================================
% no19
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{19}	=[0.05593750008847556,2.890625005820766];
predicted{19}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.336,1.6618,0.02594,2.0081,1.1843,1.5689,0.02545,2.0081,1.0691,1.4933,0.02356,2.0081,0.9722,1.4136,0.02213,2.0081,0.9169,1.3349,0.02168,2.0081,0.8943,1.2862];
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,-0.02400000000000002,0.006199999999999983,0.0010599999999999984,-0.008100000000000218,-0.19729999999999992,0.018100000000000005,0.0015499999999999993,-0.008100000000000218,-0.1301,0.017699999999999827,0.0014400000000000003,-0.008100000000000218,0.012800000000000034,0.014399999999999968,0.0018700000000000001,-0.008100000000000218,0.12209999999999988,0.08709999999999996,0.002319999999999999,-0.008100000000000218,0.12269999999999992,0.10179999999999989];
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}	=6.127155652597759;
costTotal{19}	=6.127155652597759;
% SimulationKwadraticCostFunction: evaluation 19 : cost = 6.127155652597759
% ========================================================================
% no20
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{20}	=[0.05748046886146757,2.926757818859187];
predicted{20}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.336,1.6618,0.02596,2.0081,1.1767,1.5655,0.02548,2.0081,1.0592,1.4884,0.02362,2.0081,0.9536,1.4067,0.02219,2.0081,0.8993,1.3275,0.02175,2.0081,0.8774,1.2789];
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,-0.02400000000000002,0.006199999999999983,0.0010399999999999993,-0.008100000000000218,-0.1897000000000001,0.021500000000000075,0.0015200000000000005,-0.008100000000000218,-0.12019999999999997,0.022599999999999953,0.0013800000000000028,-0.008100000000000218,0.031399999999999983,0.021299999999999875,0.0018099999999999991,-0.008100000000000218,0.13969999999999994,0.09450000000000003,0.002250000000000002,-0.008100000000000218,0.13959999999999995,0.10909999999999997];
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}	=6.322307455711625;
costTotal{20}	=6.322307455711625;
% SimulationKwadraticCostFunction: evaluation 20 : cost = 6.322307455711625
% REFLECT ALSO!
% costs[6.127155652597759,6.152511338221666,6.245923912182406]costs in simplex
% Application starting next step
costs{9}	=[6.127155652597759,6.152511338221666,6.245923912182406];
% Iteration step no.1
% ========================================================================
% no21
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{21}	=[0.053710937555297183,3.041015633061761];
predicted{21}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3362,1.6619,0.02595,2.0081,1.1804,1.57,0.02546,2.0081,1.0592,1.4938,0.02363,2.0081,0.9229,1.4082,0.02219,2.0081,0.87,1.3292,0.02174,2.0081,0.849,1.2806];
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,-0.0242,0.006099999999999994,0.0010499999999999989,-0.008100000000000218,-0.1933999999999999,0.016999999999999904,0.0015399999999999997,-0.008100000000000218,-0.12019999999999997,0.017199999999999882,0.0013699999999999997,-0.008100000000000218,0.06209999999999993,0.01980000000000004,0.0018099999999999991,-0.008100000000000218,0.16899999999999993,0.0928,0.0022600000000000016,-0.008100000000000218,0.16799999999999993,0.10739999999999994];
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}	=7.364750878912714;
costTotal{21}	=7.364750878912714;
% SimulationKwadraticCostFunction: evaluation 21 : cost = 7.364750878912714
% ========================================================================
% no22
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
evaluatedParameters{22}	=[0.05505859382537885,2.844726567636826];
predicted{22}	=[0.02321,2.0081,1.2787,1.6019,0.02279,2.0081,1.2716,1.5964,0.02422,2.0081,1.3361,1.6618,0.02593,2.0081,1.19,1.5712,0.02543,2.0081,1.0761,1.4964,0.02353,2.0081,0.9818,1.4175,0.02209,2.0081,0.926,1.3391,0.02164,2.0081,0.903,1.2904];
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,-0.02410000000000001,0.006199999999999983,0.001069999999999998,-0.008100000000000218,-0.20299999999999996,0.015800000000000036,0.0015699999999999985,-0.008100000000000218,-0.1371000000000001,0.014599999999999946,0.0014700000000000026,-0.008100000000000218,0.0031999999999999806,0.010499999999999954,0.001910000000000002,-0.008100000000000218,0.11299999999999988,0.08289999999999997,0.002360000000000001,-0.008100000000000218,0.11399999999999988,0.09759999999999991];
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}	=6.140501416015691;
costTotal{22}	=6.140501416015691;
% SimulationKwadraticCostFunction: evaluation 22 : cost = 6.140501416015691
% CONTRACT INSIDE!
% costs[6.127155652597759,6.140501416015691,6.152511338221666]costs in simplex
% costs[6.127155652597759,6.140501416015691,6.152511338221666]costs in simplex
% Convergence on relative error (max(cost)-min(cost))/abs(min(cost))=0.0041382473469818<0.01
% ===================================================================
% SimulationKwadraticCostfunction:
% number of evaluations
% n = 22
% all cost values
% costs = [8.640480586480448,7.739612005289244,6.635494326667225,10.510109863610971,7.191728289580521,8.167254030000084,7.298501659726647,7.041860937404685,6.5919708901605185,6.418437042151482,...,6.608070616775917,6.152511338221666,7.395975284486747,7.905521359437183,6.315989673821422,6.245923912182406,6.127155652597759,6.322307455711625,7.364750878912714,6.140501416015691]
% all parameter values
% parameters=[0.05,0.05500000007450581,0.05,0.05500000007450581,0.05125000001862645,0.05250000003725291,0.05,0.052500000037252886,0.05375000005587932,0.05125000001862641,0.050625000009313165,0.0543750000651925,0.05109375001629812,0.05328125004889436,0.05437500006519247,0.050156250002328207,0.05285156254249154,0.05550781258207274,0.05593750008847556,0.05748046886146757,0.053710937555297183,0.05505859382537885;2.5,2.5,2.7500000037252903,2.2499999962747097,2.625000001862645,2.5,2.625000001862645,2.625000001862645,2.6875000027939677,2.812500004656613,2.9687500069849193,3.031250007916242,2.7265625033760443,2.9296875064028427,3.031250007916242,3.2109375105937943,2.8183593797439244,2.7792968791618478,2.890625005820766,2.926757818859187,3.041015633061761,2.844726567636826]
% number of observations
% nobs=32
% best cost
costOpt{1}	=6.127155652597759;
% best parameters
%  swan-parameters: TRIAD.trfac, TRIAD.cutfr
pOpt{1}	=[0.05593750008847556,2.890625005820766];
% ===================================================================
% Application Done
