2023-Jul-05 13:35:08.234188: INFO: Initializing algorithm
2023-Jul-05 13:35:08.234686: INFO:  
2023-Jul-05 13:35:08.235183: INFO:  ***** Initialize *****
2023-Jul-05 13:35:08.235183: INFO:  ***** AMOP settings *****
2023-Jul-05 13:35:08.235681: INFO:  Number of inputs 6, objectives 2, constraints 0
2023-Jul-05 13:35:08.235681: INFO:  Number of maximum designs 300, designs init 100, designs adapt 100
2023-Jul-05 13:35:08.235681: INFO:  Use start designs only 0
2023-Jul-05 13:35:08.236179: INFO:  Number of maximum iterations 3, stagnation iterations 3
2023-Jul-05 13:35:08.236179: INFO:  Init Sampling SLHS 0, ALHS 1
2023-Jul-05 13:35:08.236676: INFO:  Global refinement: Adapt Sampling SLHS 0, ALHS 1
2023-Jul-05 13:35:08.236676: INFO:  Target CoP 0.9
2023-Jul-05 13:35:08.237174: INFO:  Consider incomplete designs 1, failed designs 0
2023-Jul-05 13:35:08.237174: INFO:  ***** MOP settings *****
2023-Jul-05 13:35:08.237673: INFO:  Testing type: cross validation 1 Leave-one-out 0
2023-Jul-05 13:35:08.237673: INFO:  CoP tolerance model 0.01 variable 0.01
2023-Jul-05 13:35:08.237673: INFO:  Uniform resampling for single CoPs 0
2023-Jul-05 13:35:08.238170: INFO:  Smoothing 1 interpolation 0
2023-Jul-05 13:35:08.238170: INFO:  Use BoxCox 1
2023-Jul-05 13:35:08.238170: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2023-Jul-05 13:35:08.238667: INFO:  Use MLS        1 coefficient factor 8 max order 2
2023-Jul-05 13:35:08.238667: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2023-Jul-05 13:35:08.239166: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2023-Jul-05 13:35:08.239166: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2023-Jul-05 13:35:08.239166: INFO:  ***** Start designs *****
2023-Jul-05 13:35:08.239663: INFO:  Number of available start designs: 0
2023-Jul-05 13:35:08.239663: INFO:  Use initial sampling
2023-Jul-05 13:35:08.253104: INFO:  
2023-Jul-05 13:35:08.253104: INFO:  ***** Iteration 1: Global Sampling *****
2023-Jul-05 13:35:08.253602: INFO:  Considering 0 previous designs
2023-Jul-05 13:35:08.253602: INFO:  Number of new designs 100
2023-Jul-05 15:20:46.571864: INFO:  
2023-Jul-05 15:20:46.573931: INFO:  ***** Iteration 1: Building MOP *****
2023-Jul-05 15:20:46.574851: INFO:  Design history: ranges Input 0 5.2 44.8
2023-Jul-05 15:20:46.575349: INFO:  Design history: ranges Input 1 5.2 44.8
2023-Jul-05 15:20:46.576344: INFO:  Design history: ranges Input 2 5.2 44.8
2023-Jul-05 15:20:46.576842: INFO:  Design history: ranges Input 3 5.2 44.8
2023-Jul-05 15:20:46.577341: INFO:  Design history: ranges Input 4 5.2 44.8
2023-Jul-05 15:20:46.578336: INFO:  Design history: ranges Input 5 5.2 44.8
2023-Jul-05 15:20:46.578834: INFO:  Design history: Inputs 100 6
2023-Jul-05 15:20:46.579332: INFO:  Design history: Responses 100 2
2023-Jul-05 15:20:46.580327: INFO:  Minimum designs per response : 100
2023-Jul-05 15:20:46.580826: INFO:  Max. responses in parallel: 2
2023-Jul-05 15:20:46.581821: INFO:  Build MOP for response Results.Radiance_266.Area.Average.value with 100 designs
2023-Jul-05 15:20:46.582816: INFO:  Build MOP for response Results.Radiance_266.Area.RMS_contrast.value with 100 designs
2023-Jul-05 15:20:46.583314: INFO: Build subspaces for response Results.Radiance_266.Area.Average.value
2023-Jul-05 15:20:46.584310: INFO: Build subspaces for response Results.Radiance_266.Area.RMS_contrast.value
2023-Jul-05 15:20:46.604720: INFO: Start metamodel evaluation for response Results.Radiance_266.Area.Average.value
2023-Jul-05 15:20:46.609698: INFO: Start metamodel evaluation for response Results.Radiance_266.Area.RMS_contrast.value
2023-Jul-05 15:20:46.644545: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 1 (no mixed terms)                5               6                 0.937         0.933
2023-Jul-05 15:20:46.645541: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 1 (with mixed terms)              5              16                 0.940         0.931
2023-Jul-05 15:20:46.646536: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 2 (no mixed terms)                5              11                 0.951         0.945
2023-Jul-05 15:20:46.652510: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                3               4                 0.609         0.586
2023-Jul-05 15:20:46.653505: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              6              22                 0.700         0.608
2023-Jul-05 15:20:46.654999: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.701         0.634
2023-Jul-05 15:20:47.990120: INFO: Results.Radiance_266.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         3               4                 0.612         0.587
2023-Jul-05 15:20:48.078729: INFO: Results.Radiance_266.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         3               7                 0.636         0.610
2023-Jul-05 15:20:48.176300: INFO: Results.Radiance_266.Area.Average.value Moving Least Squares of order 1 (exponential weight)         5               6                 0.943         0.937
2023-Jul-05 15:20:48.200692: INFO: Results.Radiance_266.Area.Average.value Moving Least Squares of order 2 (exponential weight)         5              11                 0.955         0.947
2023-Jul-05 15:20:48.214133: INFO: Results.Radiance_266.Area.RMS_contrast.value Kriging (isotropic kernel)                                   5               1                 0.907         0.703
2023-Jul-05 15:20:48.366960: INFO: Finished metamodel evaluation for response Results.Radiance_266.Area.RMS_contrast.value - Collecting results
2023-Jul-05 15:20:48.383388: INFO: Results.Radiance_266.Area.Average.value Kriging (isotropic kernel)                                   5               1                 0.988         0.967
2023-Jul-05 15:20:48.536713: INFO: Finished metamodel evaluation for response Results.Radiance_266.Area.Average.value - Collecting results
2023-Jul-05 15:20:48.543184: INFO:  Active response subspace 111111
2023-Jul-05 15:20:48.543682: INFO:  
2023-Jul-05 15:20:48.544677: INFO:  ***** Iteration 1: MOP results *****
2023-Jul-05 15:20:48.545175: INFO:    Results.Radiance_266.Area.Average.value        Kriging (isotropic kernel)   CoP 0.967191 sampleCoP 0.670516
2023-Jul-05 15:20:48.546171: INFO:    Results.Radiance_266.Area.RMS_contrast.value   Kriging (isotropic kernel)   CoP 0.70334 sampleCoP 0
2023-Jul-05 15:20:48.571061: INFO:  
2023-Jul-05 15:20:48.572057: INFO:  ***** Iteration 2: Global Sampling *****
2023-Jul-05 15:20:48.572555: INFO:  Considering 100 previous designs
2023-Jul-05 15:20:48.573550: INFO:  Number of new designs 100
2023-Jul-05 17:06:37.542778: INFO:  
2023-Jul-05 17:06:37.543773: INFO:  ***** Iteration 2: Building MOP *****
2023-Jul-05 17:06:37.544769: INFO:  Design history: ranges Input 0 5.2 44.8
2023-Jul-05 17:06:37.545266: INFO:  Design history: ranges Input 1 5.2 44.8
2023-Jul-05 17:06:37.546262: INFO:  Design history: ranges Input 2 5.2 44.8
2023-Jul-05 17:06:37.547258: INFO:  Design history: ranges Input 3 5.2 44.8
2023-Jul-05 17:06:37.547756: INFO:  Design history: ranges Input 4 5.2 44.8
2023-Jul-05 17:06:37.548751: INFO:  Design history: ranges Input 5 5.2 44.8
2023-Jul-05 17:06:37.549249: INFO:  Design history: Inputs 200 6
2023-Jul-05 17:06:37.550245: INFO:  Design history: Responses 200 2
2023-Jul-05 17:06:37.551240: INFO:  Minimum designs per response : 200
2023-Jul-05 17:06:37.553232: INFO:  Max. responses in parallel: 2
2023-Jul-05 17:06:37.554227: INFO:  Build MOP for response Results.Radiance_266.Area.Average.value with 200 designs
2023-Jul-05 17:06:37.555223: INFO: Build subspaces for response Results.Radiance_266.Area.Average.value
2023-Jul-05 17:06:37.556219: INFO:  Build MOP for response Results.Radiance_266.Area.RMS_contrast.value with 200 designs
2023-Jul-05 17:06:37.557214: INFO: Build subspaces for response Results.Radiance_266.Area.RMS_contrast.value
2023-Jul-05 17:06:37.594549: INFO: Start metamodel evaluation for response Results.Radiance_266.Area.Average.value
2023-Jul-05 17:06:37.602017: INFO: Start metamodel evaluation for response Results.Radiance_266.Area.RMS_contrast.value
2023-Jul-05 17:06:37.765796: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 1 (no mixed terms)                5               6                 0.937         0.935
2023-Jul-05 17:06:37.767289: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 1 (with mixed terms, BoxCox)      5              16                 0.944         0.937
2023-Jul-05 17:06:37.769280: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 2 (with mixed terms, BoxCox)      5              21                 0.962         0.953
2023-Jul-05 17:06:37.778739: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.567         0.558
2023-Jul-05 17:06:37.780232: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              5              16                 0.707         0.673
2023-Jul-05 17:06:37.782223: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              5              21                 0.746         0.715
2023-Jul-05 17:06:42.595031: INFO: Results.Radiance_266.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.842         0.733
2023-Jul-05 17:06:42.996264: INFO: Results.Radiance_266.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.857         0.761
2023-Jul-05 17:06:43.301421: INFO: Results.Radiance_266.Area.Average.value Moving Least Squares of order 1 (exponential weight)         5               6                 0.963         0.948
2023-Jul-05 17:06:43.724059: INFO: Results.Radiance_266.Area.Average.value Moving Least Squares of order 2 (exponential weight)         5              11                 0.993         0.971
2023-Jul-05 17:06:43.884851: INFO: Results.Radiance_266.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.947         0.789
2023-Jul-05 17:06:44.112350: INFO: Finished metamodel evaluation for response Results.Radiance_266.Area.RMS_contrast.value - Collecting results
2023-Jul-05 17:06:44.658445: INFO: Results.Radiance_266.Area.Average.value Kriging (isotropic kernel)                                   5               1                 0.993         0.979
2023-Jul-05 17:06:44.964598: INFO: Finished metamodel evaluation for response Results.Radiance_266.Area.Average.value - Collecting results
2023-Jul-05 17:06:44.993968: INFO:  Active response subspace 111111
2023-Jul-05 17:06:44.994965: INFO:  
2023-Jul-05 17:06:44.995959: INFO:  ***** Iteration 2: MOP results *****
2023-Jul-05 17:06:44.996955: INFO:    Results.Radiance_266.Area.Average.value        Kriging (isotropic kernel)   CoP 0.978642 sampleCoP 0.821659
2023-Jul-05 17:06:44.997951: INFO:    Results.Radiance_266.Area.RMS_contrast.value   Kriging (isotropic kernel)   CoP 0.789144 sampleCoP 0
2023-Jul-05 17:06:45.043749: INFO:  
2023-Jul-05 17:06:45.044744: INFO:  ***** Iteration 3: Global Sampling *****
2023-Jul-05 17:06:45.045740: INFO:  Considering 200 previous designs
2023-Jul-05 17:06:45.046735: INFO:  Number of new designs 100
2023-Jul-05 18:52:21.728783: INFO:  
2023-Jul-05 18:52:21.729778: INFO:  ***** Iteration 3: Building MOP *****
2023-Jul-05 18:52:21.730774: INFO:  Design history: ranges Input 0 5.2 44.8
2023-Jul-05 18:52:21.731770: INFO:  Design history: ranges Input 1 5.2 44.8
2023-Jul-05 18:52:21.732766: INFO:  Design history: ranges Input 2 5.2 44.8
2023-Jul-05 18:52:21.733263: INFO:  Design history: ranges Input 3 5.2 44.8
2023-Jul-05 18:52:21.734258: INFO:  Design history: ranges Input 4 5.2 44.8
2023-Jul-05 18:52:21.735254: INFO:  Design history: ranges Input 5 5.2 44.8
2023-Jul-05 18:52:21.736250: INFO:  Design history: Inputs 300 6
2023-Jul-05 18:52:21.736748: INFO:  Design history: Responses 300 2
2023-Jul-05 18:52:21.737743: INFO:  Minimum designs per response : 300
2023-Jul-05 18:52:21.739735: INFO:  Max. responses in parallel: 2
2023-Jul-05 18:52:21.740730: INFO:  Build MOP for response Results.Radiance_266.Area.Average.value with 300 designs
2023-Jul-05 18:52:21.741726: INFO: Build subspaces for response Results.Radiance_266.Area.Average.value
2023-Jul-05 18:52:21.742722: INFO:  Build MOP for response Results.Radiance_266.Area.RMS_contrast.value with 300 designs
2023-Jul-05 18:52:21.743717: INFO: Build subspaces for response Results.Radiance_266.Area.RMS_contrast.value
2023-Jul-05 18:52:21.795987: INFO: Start metamodel evaluation for response Results.Radiance_266.Area.Average.value
2023-Jul-05 18:52:21.800965: INFO: Start metamodel evaluation for response Results.Radiance_266.Area.RMS_contrast.value
2023-Jul-05 18:52:21.846763: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 1 (no mixed terms)                5               6                 0.939         0.938
2023-Jul-05 18:52:21.848754: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 1 (with mixed terms, BoxCox)      5              16                 0.950         0.945
2023-Jul-05 18:52:21.849750: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.520         0.507
2023-Jul-05 18:52:21.851244: INFO: Results.Radiance_266.Area.Average.value Linear Regression of order 2 (with mixed terms, BoxCox)      5              21                 0.960         0.955
2023-Jul-05 18:52:21.852239: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              5              16                 0.702         0.676
2023-Jul-05 18:52:21.854231: INFO: Results.Radiance_266.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              5              21                 0.750         0.713
2023-Jul-05 18:52:31.333993: INFO: Results.Radiance_266.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         5               6                 0.928         0.801
2023-Jul-05 18:52:31.402193: INFO: Results.Radiance_266.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         5              11                 0.942         0.840
2023-Jul-05 18:52:33.077318: INFO: Results.Radiance_266.Area.RMS_contrast.value Kriging (isotropic kernel)                                   5               1                 0.967         0.866
2023-Jul-05 18:52:33.559196: INFO: Finished metamodel evaluation for response Results.Radiance_266.Area.RMS_contrast.value - Collecting results
2023-Jul-05 18:52:34.182950: INFO: Results.Radiance_266.Area.Average.value Moving Least Squares of order 1 (exponential weight)         5               6                 0.970         0.958
2023-Jul-05 18:52:35.118331: INFO: Results.Radiance_266.Area.Average.value Moving Least Squares of order 2 (exponential weight)         5              11                 0.991         0.977
2023-Jul-05 18:52:37.521750: INFO: Results.Radiance_266.Area.Average.value Kriging (isotropic kernel)                                   5               1                 0.993         0.983
2023-Jul-05 18:52:38.002633: INFO: Finished metamodel evaluation for response Results.Radiance_266.Area.Average.value - Collecting results
2023-Jul-05 18:52:38.075313: INFO:  Active response subspace 111111
2023-Jul-05 18:52:38.076308: INFO:  
2023-Jul-05 18:52:38.077304: INFO:  ***** Iteration 3: MOP results *****
2023-Jul-05 18:52:38.077802: INFO:    Results.Radiance_266.Area.Average.value        Kriging (isotropic kernel)   CoP 0.982803 sampleCoP 0.828858
2023-Jul-05 18:52:38.078798: INFO:    Results.Radiance_266.Area.RMS_contrast.value   Kriging (isotropic kernel)   CoP 0.865658 sampleCoP 0
