2022-Jul-25 10:15:31.758288: INFO: Initializing algorithm
2022-Jul-25 10:15:31.758804: INFO:  
2022-Jul-25 10:15:31.758804: INFO:  ***** Initialize *****
2022-Jul-25 10:15:31.759305: INFO:  ***** AMOP settings *****
2022-Jul-25 10:15:31.759476: INFO:  Number of inputs 4, objectives 2, constraints 0
2022-Jul-25 10:15:31.759476: INFO:  Number of maximum designs 300, designs init 156, designs adapt 16
2022-Jul-25 10:15:31.759476: INFO:  Use start designs only 0
2022-Jul-25 10:15:31.759987: INFO:  Number of maximum iterations 10, stagnation iterations 3
2022-Jul-25 10:15:31.759987: INFO:  Init Sampling SLHS 1, ALHS 0
2022-Jul-25 10:15:31.760255: INFO:  Local refinement: weights density 0, localCoP 0, criteria 1, Pareto refinement 1
2022-Jul-25 10:15:31.769702: INFO:  Target CoP 0.9
2022-Jul-25 10:15:31.770703: INFO:  Consider incomplete designs 1, failed designs 0
2022-Jul-25 10:15:31.770703: INFO:  ***** MOP settings *****
2022-Jul-25 10:15:31.770703: INFO:  Testing type: cross validation 1 Leave-one-out 0
2022-Jul-25 10:15:31.770703: INFO:  CoP tolerance model 0.01 variable 0.01
2022-Jul-25 10:15:31.770703: INFO:  Uniform resampling for single CoPs 1
2022-Jul-25 10:15:31.770703: INFO:  Smoothing 1 interpolation 0
2022-Jul-25 10:15:31.770703: INFO:  Use BoxCox 1
2022-Jul-25 10:15:31.771704: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2022-Jul-25 10:15:31.771704: INFO:  Use MLS        1 coefficient factor 8 max order 2
2022-Jul-25 10:15:31.771704: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2022-Jul-25 10:15:31.771704: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2022-Jul-25 10:15:31.771704: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2022-Jul-25 10:15:31.771704: INFO:  ***** Start designs *****
2022-Jul-25 10:15:31.771704: INFO:  Number of available start designs: 0
2022-Jul-25 10:15:31.771704: INFO:  Use initial sampling
2022-Jul-25 10:15:32.052838: INFO:  
2022-Jul-25 10:15:32.053925: INFO:  ***** Iteration 1: Global Sampling *****
2022-Jul-25 10:15:32.053925: INFO:  Considering 0 previous designs
2022-Jul-25 10:15:32.053925: INFO:  Number of new designs 156
2022-Jul-25 15:35:34.039100: INFO:  
2022-Jul-25 15:35:34.050067: INFO:  ***** Iteration 1: Building MOP *****
2022-Jul-25 15:35:34.050067: INFO:  Design history: ranges Input 0 0.0514423 0.498558
2022-Jul-25 15:35:34.050067: INFO:  Design history: ranges Input 1 0.0514423 0.498558
2022-Jul-25 15:35:34.050067: INFO:  Design history: ranges Input 2 1.00321 1.99679
2022-Jul-25 15:35:34.051074: INFO:  Design history: ranges Input 3 0.00514423 0.0498558
2022-Jul-25 15:35:34.051074: INFO:  Design history: Inputs 156 4
2022-Jul-25 15:35:34.051074: INFO:  Design history: Responses 156 3
2022-Jul-25 15:35:34.055067: INFO:  Max. responses in parallel: 3
2022-Jul-25 15:35:34.056068: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 156 designs
2022-Jul-25 15:35:34.057069: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 156 designs
2022-Jul-25 15:35:34.058069: INFO:  Build MOP for response Total_Pattern with 156 designs
2022-Jul-25 15:35:34.059069: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 15:35:34.060067: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 15:35:34.060067: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 15:35:34.060067: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 15:35:34.060067: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 15:35:34.061078: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 15:35:34.118898: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.580         0.572
2022-Jul-25 15:35:34.119398: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms, BoxCox)        4               5                 0.943         0.941
2022-Jul-25 15:35:34.120478: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.983         0.979
2022-Jul-25 15:35:34.123483: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.849         0.847
2022-Jul-25 15:35:34.124409: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms, BoxCox)        4               5                 0.929         0.928
2022-Jul-25 15:35:34.124409: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.969         0.965
2022-Jul-25 15:35:34.129501: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.667         0.662
2022-Jul-25 15:35:34.130501: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.825         0.819
2022-Jul-25 15:35:34.130501: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.953         0.944
2022-Jul-25 15:35:34.420918: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.990         0.966
2022-Jul-25 15:35:34.431589: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.999         0.980
2022-Jul-25 15:35:34.525158: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.999         0.989
2022-Jul-25 15:35:34.556516: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.985         0.938
2022-Jul-25 15:35:34.565517: INFO: Total_Pattern       Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.968         0.962
2022-Jul-25 15:35:34.567629: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.977         0.966
2022-Jul-25 15:35:34.577359: INFO: Total_Pattern       Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 1.000         0.973
2022-Jul-25 15:35:34.683194: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel)                                   4               1                 0.984         0.960
2022-Jul-25 15:35:34.685191: INFO: Total_Pattern       Kriging (isotropic kernel, BoxCox)                           4               1                 1.000         0.997
2022-Jul-25 15:35:34.749768: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 15:35:34.888630: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 15:35:34.897793: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 15:35:34.911573: INFO:  Active response subspace 1111
2022-Jul-25 15:35:34.913090: INFO:  MOP Criteria 156 2
2022-Jul-25 15:35:34.914106: INFO:  Criteria functors 2
2022-Jul-25 15:35:34.914106: INFO:  Active criteria subspace 1111
2022-Jul-25 15:35:34.915119: INFO:  
2022-Jul-25 15:35:34.916115: INFO:  ***** Iteration 1: MOP results *****
2022-Jul-25 15:35:34.916115: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)           CoP 0.989106 sampleCoP 0.771063
2022-Jul-25 15:35:34.917114: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel)           CoP 0.959859 sampleCoP 0
2022-Jul-25 15:35:34.917114: INFO:    Total_Pattern                                   Kriging (isotropic kernel, BoxCox)   CoP 0.996989 sampleCoP 0.842265
2022-Jul-25 15:35:34.949012: INFO:  
2022-Jul-25 15:35:34.950023: INFO:  ***** Iteration 2: Local Refinement *****
2022-Jul-25 15:35:44.141995: INFO:  num_pareto_designs 722
2022-Jul-25 15:35:44.144051: INFO:  num best designs 0
2022-Jul-25 15:35:44.144995: INFO:  num candidates total 10878
2022-Jul-25 15:35:44.145995: INFO:  number of designs for input density estimate 156
2022-Jul-25 15:35:44.282905: INFO:  potential initial inputs 45.5993 1e+10
2022-Jul-25 15:35:44.283905: INFO:  number of designs for objective density estimate 156
2022-Jul-25 15:35:44.413266: INFO:  potential initial objectives 325.593 1.00003e+10
2022-Jul-25 15:35:44.424674: INFO:  local CoP min 0.888418
2022-Jul-25 15:35:44.425605: INFO:  local CoP min 0.647572
2022-Jul-25 15:35:44.426666: INFO:  local CoP min 0.916305
2022-Jul-25 15:35:44.426666: INFO:  error range 0.00184398 0.356694
2022-Jul-25 15:35:48.441549: INFO:  num best designs 722
2022-Jul-25 15:35:48.443620: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 15:35:48.444553: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 15:35:48.446552: INFO:  potential ranges 45.5993 1e+10, 325.593 1.00003e+10, selection 0.467226 selection_type 2, max_weighted 0.000524652 pos10755 potential 52.2938 1906.02 weight 0.000524652
2022-Jul-25 15:35:48.448842: INFO:  potential ranges 45.8462 1e+10, 326.123 1.00003e+10, selection 0.0351751 selection_type 2, max_weighted 0.000425729 pos10756 potential 160.619 2348.91 weight 0.000425729
2022-Jul-25 15:35:48.453833: INFO:  potential ranges 46.1012 1e+10, 326.675 1.00003e+10, selection 0.370113 selection_type 2, max_weighted 0.000356608 pos10794 potential 79.877 2804.2 weight 0.000356608
2022-Jul-25 15:35:48.456833: INFO:  potential ranges 47.6514 1e+10, 328.977 1.00003e+10, selection 0.669169 selection_type 2, max_weighted 0.000339208 pos10553 potential 202.019 2948.05 weight 0.000339208
2022-Jul-25 15:35:48.460771: INFO:  potential ranges 47.727 1e+10, 329.556 1.00003e+10, selection 0.54632 selection_type 2, max_weighted 0.000266588 pos10837 potential 53.3128 3751.1 weight 0.000266588
2022-Jul-25 15:35:48.465963: INFO:  potential ranges 47.8466 1e+10, 330.247 1.00003e+10, selection 0.0595181 selection_type 2, max_weighted 0.000265858 pos10844 potential 185.325 3761.4 weight 0.000265858
2022-Jul-25 15:35:48.468964: INFO:  potential ranges 47.9756 1e+10, 332.288 1.00003e+10, selection 0.610133 selection_type 2, max_weighted 0.000263676 pos10876 potential 446.488 3792.54 weight 0.000263676
2022-Jul-25 15:35:48.472964: INFO:  potential ranges 48.0516 1e+10, 332.891 1.00003e+10, selection 0.211266 selection_type 2, max_weighted 0.000247713 pos10855 potential 1006.4 4036.93 weight 0.000247713
2022-Jul-25 15:35:48.475956: INFO:  potential ranges 48.1294 1e+10, 333.431 1.00003e+10, selection 0.746711 selection_type 2, max_weighted 0.00024449 pos10759 potential 320.136 4090.15 weight 0.00024449
2022-Jul-25 15:35:48.479610: INFO:  potential ranges 48.2667 1e+10, 335.958 1.00003e+10, selection 0.938358 selection_type 2, max_weighted 0.000226583 pos10689 potential 79.2784 4413.4 weight 0.000226583
2022-Jul-25 15:35:48.481611: INFO:  potential ranges 48.3919 1e+10, 336.626 1.00003e+10, selection 0.470674 selection_type 2, max_weighted 0.000215517 pos10820 potential 94.6335 4640.02 weight 0.000215517
2022-Jul-25 15:35:48.483610: INFO:  potential ranges 48.5064 1e+10, 337.368 1.00003e+10, selection 0.674104 selection_type 2, max_weighted 0.000213553 pos10488 potential 1362.34 4682.68 weight 0.000213553
2022-Jul-25 15:35:48.484610: INFO:  potential ranges 48.583 1e+10, 337.933 1.00003e+10, selection 0.525208 selection_type 2, max_weighted 0.000192219 pos10269 potential 117.591 5202.39 weight 0.000192219
2022-Jul-25 15:35:48.487611: INFO:  potential ranges 48.6688 1e+10, 338.557 1.00003e+10, selection 0.473134 selection_type 2, max_weighted 0.000184111 pos10744 potential 265.164 5431.49 weight 0.000184111
2022-Jul-25 15:35:48.490037: INFO:  potential ranges 48.7924 1e+10, 340.399 1.00003e+10, selection 0.0631704 selection_type 2, max_weighted 0.000171312 pos10537 potential 167.883 5837.3 weight 0.000171312
2022-Jul-25 15:35:48.493205: INFO:  potential ranges 48.9035 1e+10, 341.188 1.00003e+10, selection 0.144147 selection_type 2, max_weighted 0.00015171 pos10618 potential 340.697 6591.51 weight 0.00015171
2022-Jul-25 16:09:27.953742: INFO:  
2022-Jul-25 16:09:27.953742: INFO:  ***** Iteration 2: Building MOP *****
2022-Jul-25 16:09:27.955066: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 16:09:27.956058: INFO:  Design history: ranges Input 1 0.0500796 0.498558
2022-Jul-25 16:09:27.957058: INFO:  Design history: ranges Input 2 1.00065 1.99679
2022-Jul-25 16:09:27.958057: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 16:09:27.959060: INFO:  Design history: Inputs 172 4
2022-Jul-25 16:09:27.960057: INFO:  Design history: Responses 172 3
2022-Jul-25 16:09:27.967265: INFO:  Max. responses in parallel: 3
2022-Jul-25 16:09:27.968264: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 172 designs
2022-Jul-25 16:09:27.969390: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 16:09:27.969891: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 172 designs
2022-Jul-25 16:09:27.970910: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 16:09:27.971908: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 16:09:27.971908: INFO:  Build MOP for response Total_Pattern with 172 designs
2022-Jul-25 16:09:27.972908: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 16:09:27.972908: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 16:09:27.973909: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 16:09:28.040066: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.470         0.471
2022-Jul-25 16:09:28.040566: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.995         0.993
2022-Jul-25 16:09:28.042590: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.998         0.998
2022-Jul-25 16:09:28.043601: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.827         0.826
2022-Jul-25 16:09:28.044600: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.905         0.901
2022-Jul-25 16:09:28.045615: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.648         0.644
2022-Jul-25 16:09:28.046600: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.959         0.957
2022-Jul-25 16:09:28.046600: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.780         0.777
2022-Jul-25 16:09:28.048837: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.914         0.912
2022-Jul-25 16:09:28.101313: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 16:09:28.435031: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.988         0.967
2022-Jul-25 16:09:28.448486: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.993         0.977
2022-Jul-25 16:09:28.540434: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.997         0.989
2022-Jul-25 16:09:28.632386: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.931         0.895
2022-Jul-25 16:09:28.643550: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.939         0.925
2022-Jul-25 16:09:28.768345: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 16:09:28.771337: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel, BoxCox)                           4               1                 0.936         0.914
2022-Jul-25 16:09:29.553331: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 16:09:29.559326: INFO:  Active response subspace 1111
2022-Jul-25 16:09:29.560321: INFO:  MOP Criteria 172 2
2022-Jul-25 16:09:29.561337: INFO:  Criteria functors 2
2022-Jul-25 16:09:29.561337: INFO:  Active criteria subspace 1111
2022-Jul-25 16:09:29.562383: INFO:  
2022-Jul-25 16:09:29.562383: INFO:  ***** Iteration 2: MOP results *****
2022-Jul-25 16:09:29.563409: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                     CoP 0.988569 sampleCoP 0.715129
2022-Jul-25 16:09:29.563409: INFO:    Results.Irradiance_29.Area.Flux.value           Moving Least Squares of order 2 (exponential weight, BoxCox)   CoP 0.9249 sampleCoP 0
2022-Jul-25 16:09:29.564397: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)        CoP 0.99344 sampleCoP 0.435483
2022-Jul-25 16:09:29.592630: INFO:  
2022-Jul-25 16:09:29.592688: INFO:  ***** Iteration 3: Local Refinement *****
2022-Jul-25 16:09:38.874204: INFO:  num_pareto_designs 889
2022-Jul-25 16:09:38.885871: INFO:  num best designs 0
2022-Jul-25 16:09:38.886872: INFO:  num candidates total 11061
2022-Jul-25 16:09:38.887864: INFO:  number of designs for input density estimate 172
2022-Jul-25 16:09:39.000445: INFO:  potential initial inputs 49.0547 1e+10
2022-Jul-25 16:09:39.001444: INFO:  number of designs for objective density estimate 172
2022-Jul-25 16:09:39.117753: INFO:  potential initial objectives 218.077 1.00209e+10
2022-Jul-25 16:09:39.118765: INFO:  local CoP min 0.870272
2022-Jul-25 16:09:39.119770: INFO:  local CoP min 0.295127
2022-Jul-25 16:09:39.120764: INFO:  local CoP min 0.871389
2022-Jul-25 16:09:39.122768: INFO:  error range 0.00303682 0.835468
2022-Jul-25 16:09:43.047721: INFO:  num best designs 890
2022-Jul-25 16:09:43.048714: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 16:09:43.049716: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 16:09:43.050717: INFO:  potential ranges 49.0547 1e+10, 218.077 1.00209e+10, selection 0.816622 selection_type 2, max_weighted 0.000616252 pos10888 potential 85.7275 1622.71 weight 0.000616252
2022-Jul-25 16:09:43.051717: INFO:  potential ranges 50.1182 1e+10, 218.498 1.00209e+10, selection 0.149773 selection_type 2, max_weighted 0.00041189 pos10746 potential 166.301 2427.83 weight 0.00041189
2022-Jul-25 16:09:43.054636: INFO:  potential ranges 50.4057 1e+10, 218.891 1.00209e+10, selection 0.0363801 selection_type 2, max_weighted 0.000357933 pos10981 potential 73.9184 2793.82 weight 0.000357933
2022-Jul-25 16:09:43.056646: INFO:  potential ranges 50.4992 1e+10, 221.716 1.00209e+10, selection 0.528086 selection_type 2, max_weighted 0.00029254 pos10773 potential 185.534 3418.34 weight 0.00029254
2022-Jul-25 16:09:43.058647: INFO:  potential ranges 50.6932 1e+10, 222.147 1.00209e+10, selection 0.82731 selection_type 2, max_weighted 0.000242218 pos10338 potential 115.587 4128.51 weight 0.000242218
2022-Jul-25 16:09:43.103675: INFO:  potential ranges 50.7915 1e+10, 224.025 1.00209e+10, selection 0.286349 selection_type 2, max_weighted 0.000241177 pos10403 potential 345.617 4146.34 weight 0.000241177
2022-Jul-25 16:09:43.108682: INFO:  potential ranges 50.9626 1e+10, 224.437 1.00209e+10, selection 0.335627 selection_type 2, max_weighted 0.000207535 pos10960 potential 291.19 4818.47 weight 0.000207535
2022-Jul-25 16:09:43.110678: INFO:  potential ranges 51.0566 1e+10, 226.945 1.00209e+10, selection 0.891857 selection_type 2, max_weighted 0.000191316 pos10377 potential 206.954 5226.97 weight 0.000191316
2022-Jul-25 16:09:43.113674: INFO:  potential ranges 51.155 1e+10, 229.078 1.00209e+10, selection 0.710143 selection_type 2, max_weighted 0.000175055 pos10658 potential 331.797 5712.48 weight 0.000175055
2022-Jul-25 16:09:43.115678: INFO:  potential ranges 51.2587 1e+10, 230.742 1.00209e+10, selection 0.644567 selection_type 2, max_weighted 0.00016993 pos11057 potential 120.845 5884.78 weight 0.00016993
2022-Jul-25 16:09:43.119298: INFO:  potential ranges 51.5625 1e+10, 231.263 1.00209e+10, selection 0.819708 selection_type 2, max_weighted 0.000167769 pos10549 potential 175.415 5960.57 weight 0.000167769
2022-Jul-25 16:09:43.121310: INFO:  potential ranges 51.7972 1e+10, 231.734 1.00209e+10, selection 0.325241 selection_type 2, max_weighted 0.000158525 pos11038 potential 354.543 6308.15 weight 0.000158525
2022-Jul-25 16:09:43.123749: INFO:  potential ranges 51.9998 1e+10, 232.184 1.00209e+10, selection 0.64819 selection_type 2, max_weighted 0.000134624 pos10810 potential 141.07 7428.12 weight 0.000134624
2022-Jul-25 16:09:43.127644: INFO:  potential ranges 52.2877 1e+10, 232.726 1.00209e+10, selection 0.682844 selection_type 2, max_weighted 0.000133674 pos10702 potential 162.397 7480.86 weight 0.000133674
2022-Jul-25 16:09:43.133822: INFO:  potential ranges 52.4246 1e+10, 234.256 1.00209e+10, selection 0.604383 selection_type 2, max_weighted 0.000128076 pos10691 potential 592.902 7807.85 weight 0.000128076
2022-Jul-25 16:09:43.139139: INFO:  potential ranges 52.5574 1e+10, 236.545 1.00209e+10, selection 0.00978488 selection_type 2, max_weighted 0.000124561 pos10380 potential 130.256 8028.21 weight 0.000124561
2022-Jul-25 16:43:05.951877: INFO:  
2022-Jul-25 16:43:05.952887: INFO:  ***** Iteration 3: Building MOP *****
2022-Jul-25 16:43:05.954884: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 16:43:05.955884: INFO:  Design history: ranges Input 1 0.0500475 0.498558
2022-Jul-25 16:43:05.956884: INFO:  Design history: ranges Input 2 1.00065 1.99679
2022-Jul-25 16:43:05.957884: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 16:43:05.958884: INFO:  Design history: Inputs 188 4
2022-Jul-25 16:43:05.961024: INFO:  Design history: Responses 188 3
2022-Jul-25 16:43:05.965156: INFO:  Max. responses in parallel: 3
2022-Jul-25 16:43:05.966384: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 188 designs
2022-Jul-25 16:43:05.968913: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 16:43:05.968913: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 188 designs
2022-Jul-25 16:43:05.969934: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 16:43:05.970934: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 16:43:05.971927: INFO:  Build MOP for response Total_Pattern with 188 designs
2022-Jul-25 16:43:05.971927: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 16:43:05.972928: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 16:43:05.973930: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 16:43:06.039557: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.842         0.843
2022-Jul-25 16:43:06.040556: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.918         0.915
2022-Jul-25 16:43:06.041612: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.668         0.663
2022-Jul-25 16:43:06.041612: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.963         0.961
2022-Jul-25 16:43:06.042631: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.781         0.776
2022-Jul-25 16:43:06.043704: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.496         0.493
2022-Jul-25 16:43:06.044224: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.921         0.917
2022-Jul-25 16:43:06.045314: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.988         0.988
2022-Jul-25 16:43:06.046179: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.998         0.998
2022-Jul-25 16:43:06.118022: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 16:43:06.489529: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.988         0.971
2022-Jul-25 16:43:06.504513: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.993         0.980
2022-Jul-25 16:43:06.641257: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.996         0.988
2022-Jul-25 16:43:06.661508: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.936         0.907
2022-Jul-25 16:43:06.674329: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.954         0.936
2022-Jul-25 16:43:06.862973: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel, BoxCox)                           4               1                 0.946         0.928
2022-Jul-25 16:43:06.880525: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 16:43:07.093942: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 16:43:07.117292: INFO:  Active response subspace 1111
2022-Jul-25 16:43:07.118292: INFO:  MOP Criteria 188 2
2022-Jul-25 16:43:07.119292: INFO:  Criteria functors 2
2022-Jul-25 16:43:07.120292: INFO:  Active criteria subspace 1111
2022-Jul-25 16:43:07.121292: INFO:  
2022-Jul-25 16:43:07.122291: INFO:  ***** Iteration 3: MOP results *****
2022-Jul-25 16:43:07.122291: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.988399 sampleCoP 0.785213
2022-Jul-25 16:43:07.123286: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel, BoxCox)                        CoP 0.928035 sampleCoP 0
2022-Jul-25 16:43:07.124285: INFO:    Total_Pattern                                   Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.997537 sampleCoP 0.955247
2022-Jul-25 16:43:07.170857: INFO:  
2022-Jul-25 16:43:07.171785: INFO:  ***** Iteration 4: Local Refinement *****
2022-Jul-25 16:43:16.412481: INFO:  num_pareto_designs 856
2022-Jul-25 16:43:16.414068: INFO:  num best designs 0
2022-Jul-25 16:43:16.414569: INFO:  num candidates total 11044
2022-Jul-25 16:43:16.415578: INFO:  number of designs for input density estimate 188
2022-Jul-25 16:43:16.545042: INFO:  potential initial inputs 50.37 1e+10
2022-Jul-25 16:43:16.547017: INFO:  number of designs for objective density estimate 188
2022-Jul-25 16:43:16.653867: INFO:  potential initial objectives 302.618 1.00049e+10
2022-Jul-25 16:43:16.654862: INFO:  local CoP min 0.892757
2022-Jul-25 16:43:16.654862: INFO:  local CoP min 0.36557
2022-Jul-25 16:43:16.655860: INFO:  local CoP min 0.97835
2022-Jul-25 16:43:16.656853: INFO:  error range 0.0014342 0.672123
2022-Jul-25 16:43:20.856838: INFO:  num best designs 853
2022-Jul-25 16:43:20.857705: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 16:43:20.858770: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 16:43:20.858770: INFO:  potential ranges 50.37 1e+10, 302.618 1.00049e+10, selection 0.986155 selection_type 2, max_weighted 0.000131338 pos10495 potential 78.6831 7613.93 weight 0.000131338
2022-Jul-25 16:43:20.861585: INFO:  potential ranges 50.5199 1e+10, 303.661 1.00049e+10, selection 0.797528 selection_type 2, max_weighted 0.000130418 pos11004 potential 99.0979 7667.66 weight 0.000130418
2022-Jul-25 16:43:20.866577: INFO:  potential ranges 50.6246 1e+10, 306.424 1.00049e+10, selection 0.0294642 selection_type 2, max_weighted 0.000109444 pos10979 potential 138.19 9137.13 weight 0.000109444
2022-Jul-25 16:43:20.868591: INFO:  potential ranges 50.7352 1e+10, 308.252 1.0005e+10, selection 0.951087 selection_type 2, max_weighted 0.000105044 pos10648 potential 82.0855 9519.82 weight 0.000105044
2022-Jul-25 16:43:20.870584: INFO:  potential ranges 50.8889 1e+10, 309.851 1.0005e+10, selection 0.343216 selection_type 2, max_weighted 9.89326e-05 pos10918 potential 131.939 10107.9 weight 9.89326e-05
2022-Jul-25 16:43:20.872584: INFO:  potential ranges 51.0398 1e+10, 310.995 1.0005e+10, selection 0.4742 selection_type 2, max_weighted 9.34501e-05 pos10632 potential 107.768 10700.9 weight 9.34501e-05
2022-Jul-25 16:43:20.876613: INFO:  potential ranges 51.2648 1e+10, 311.85 1.0005e+10, selection 0.75295 selection_type 2, max_weighted 9.12399e-05 pos10573 potential 136.846 10960.1 weight 9.12399e-05
2022-Jul-25 16:43:20.879692: INFO:  potential ranges 51.4245 1e+10, 313.141 1.0005e+10, selection 0.119764 selection_type 2, max_weighted 7.8748e-05 pos10651 potential 546.411 12698.7 weight 7.8748e-05
2022-Jul-25 16:43:20.882717: INFO:  potential ranges 51.5786 1e+10, 314.649 1.0005e+10, selection 0.134144 selection_type 2, max_weighted 7.58356e-05 pos10910 potential 232.66 13186.4 weight 7.58356e-05
2022-Jul-25 16:43:20.884719: INFO:  potential ranges 51.684 1e+10, 316.599 1.0005e+10, selection 0.166187 selection_type 2, max_weighted 7.52597e-05 pos10500 potential 342.849 13287.3 weight 7.52597e-05
2022-Jul-25 16:43:20.888708: INFO:  potential ranges 51.8438 1e+10, 317.816 1.0005e+10, selection 0.544943 selection_type 2, max_weighted 7.31805e-05 pos10267 potential 140.127 13664.8 weight 7.31805e-05
2022-Jul-25 16:43:20.890716: INFO:  potential ranges 51.9848 1e+10, 318.824 1.0005e+10, selection 0.765862 selection_type 2, max_weighted 7.23952e-05 pos10422 potential 576.251 13813.1 weight 7.23952e-05
2022-Jul-25 16:43:20.892962: INFO:  potential ranges 52.0983 1e+10, 320.541 1.0005e+10, selection 0.170711 selection_type 2, max_weighted 6.91247e-05 pos10234 potential 85.2216 14466.6 weight 6.91247e-05
2022-Jul-25 16:43:20.895964: INFO:  potential ranges 52.1925 1e+10, 321.195 1.0005e+10, selection 0.834884 selection_type 2, max_weighted 6.75684e-05 pos10997 potential 575.637 14799.8 weight 6.75684e-05
2022-Jul-25 16:43:20.899956: INFO:  potential ranges 52.2998 1e+10, 323.341 1.0005e+10, selection 0.00557581 selection_type 2, max_weighted 6.64006e-05 pos10583 potential 180.865 15060.1 weight 6.64006e-05
2022-Jul-25 16:43:20.902957: INFO:  potential ranges 52.5103 1e+10, 324.268 1.0005e+10, selection 0.8116 selection_type 2, max_weighted 6.60934e-05 pos10792 potential 568.496 15130.1 weight 6.60934e-05
2022-Jul-25 17:16:00.012016: INFO:  
2022-Jul-25 17:16:00.013013: INFO:  ***** Iteration 4: Building MOP *****
2022-Jul-25 17:16:00.013730: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 17:16:00.014825: INFO:  Design history: ranges Input 1 0.0500475 0.5
2022-Jul-25 17:16:00.014825: INFO:  Design history: ranges Input 2 1.00024 1.99679
2022-Jul-25 17:16:00.015825: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 17:16:00.016825: INFO:  Design history: Inputs 204 4
2022-Jul-25 17:16:00.016825: INFO:  Design history: Responses 204 3
2022-Jul-25 17:16:00.021927: INFO:  Max. responses in parallel: 3
2022-Jul-25 17:16:00.022912: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 204 designs
2022-Jul-25 17:16:00.025812: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 17:16:00.026897: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 204 designs
2022-Jul-25 17:16:00.026897: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 17:16:00.027899: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 17:16:00.028840: INFO:  Build MOP for response Total_Pattern with 204 designs
2022-Jul-25 17:16:00.029830: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 17:16:00.029830: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 17:16:00.030826: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 17:16:00.033873: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.837         0.829
2022-Jul-25 17:16:00.033873: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.679         0.663
2022-Jul-25 17:16:00.034905: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.921         0.912
2022-Jul-25 17:16:00.035829: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms, BoxCox)        4               5                 0.781         0.771
2022-Jul-25 17:16:00.036826: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.925         0.918
2022-Jul-25 17:16:00.037827: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.963         0.956
2022-Jul-25 17:16:00.037827: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.459         0.424
2022-Jul-25 17:16:00.038826: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.999         0.999
2022-Jul-25 17:16:00.039825: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.997         0.996
2022-Jul-25 17:16:00.097997: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 17:16:00.509105: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.988         0.971
2022-Jul-25 17:16:00.527070: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.993         0.980
2022-Jul-25 17:16:00.672863: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.997         0.988
2022-Jul-25 17:16:00.703445: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.961         0.922
2022-Jul-25 17:16:00.718004: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.957         0.940
2022-Jul-25 17:16:00.925339: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 17:16:00.946861: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel)                                   4               1                 0.958         0.933
2022-Jul-25 17:16:01.145804: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 17:16:01.165030: INFO:  Active response subspace 1111
2022-Jul-25 17:16:01.167107: INFO:  MOP Criteria 204 2
2022-Jul-25 17:16:01.168123: INFO:  Criteria functors 2
2022-Jul-25 17:16:01.169151: INFO:  Active criteria subspace 1111
2022-Jul-25 17:16:01.169151: INFO:  
2022-Jul-25 17:16:01.170183: INFO:  ***** Iteration 4: MOP results *****
2022-Jul-25 17:16:01.171121: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.988213 sampleCoP 0.73552
2022-Jul-25 17:16:01.172121: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel)                                CoP 0.933401 sampleCoP 0
2022-Jul-25 17:16:01.173127: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.99918 sampleCoP 0.966247
2022-Jul-25 17:16:01.209907: INFO:  
2022-Jul-25 17:16:01.211454: INFO:  ***** Iteration 5: Local Refinement *****
2022-Jul-25 17:16:10.697195: INFO:  num_pareto_designs 874
2022-Jul-25 17:16:10.698321: INFO:  num best designs 0
2022-Jul-25 17:16:10.699479: INFO:  num candidates total 11078
2022-Jul-25 17:16:10.699479: INFO:  number of designs for input density estimate 204
2022-Jul-25 17:16:10.832978: INFO:  potential initial inputs 56.1165 1e+10
2022-Jul-25 17:16:10.833980: INFO:  number of designs for objective density estimate 204
2022-Jul-25 17:16:10.976286: INFO:  potential initial objectives 453.543 1.00019e+10
2022-Jul-25 17:16:10.977293: INFO:  local CoP min 0.866867
2022-Jul-25 17:16:10.978287: INFO:  local CoP min 0.328872
2022-Jul-25 17:16:10.979287: INFO:  local CoP min 0.981788
2022-Jul-25 17:16:10.980393: INFO:  error range 0.00125517 0.716019
2022-Jul-25 17:16:14.704615: INFO:  num best designs 876
2022-Jul-25 17:16:14.705615: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 17:16:14.706616: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 17:16:14.707608: INFO:  potential ranges 56.1165 1e+10, 453.543 1.00019e+10, selection 0.0938249 selection_type 2, max_weighted 0.00038577 pos11029 potential 104.876 2592.22 weight 0.00038577
2022-Jul-25 17:16:14.712732: INFO:  potential ranges 56.2858 1e+10, 454.082 1.00019e+10, selection 0.245626 selection_type 2, max_weighted 0.000328244 pos10986 potential 181.728 3046.52 weight 0.000328244
2022-Jul-25 17:16:14.716258: INFO:  potential ranges 56.4475 1e+10, 454.648 1.00019e+10, selection 0.485357 selection_type 2, max_weighted 0.000259918 pos11075 potential 331.099 3847.37 weight 0.000259918
2022-Jul-25 17:16:14.718756: INFO:  potential ranges 56.5913 1e+10, 455.235 1.00019e+10, selection 0.542577 selection_type 2, max_weighted 0.000220676 pos11059 potential 838.403 4531.52 weight 0.000220676
2022-Jul-25 17:16:14.721768: INFO:  potential ranges 56.6902 1e+10, 455.788 1.00019e+10, selection 0.853956 selection_type 2, max_weighted 0.000192694 pos10843 potential 476.379 5189.56 weight 0.000192694
2022-Jul-25 17:16:14.724775: INFO:  potential ranges 56.7845 1e+10, 456.399 1.00019e+10, selection 0.894006 selection_type 2, max_weighted 0.000168009 pos10784 potential 454.648 5952.07 weight 0.000168009
2022-Jul-25 17:16:14.727374: INFO:  potential ranges 56.8769 1e+10, 457.037 1.00019e+10, selection 0.80864 selection_type 2, max_weighted 0.000132022 pos10879 potential 1955.05 7574.47 weight 0.000132022
2022-Jul-25 17:16:14.729373: INFO:  potential ranges 56.9743 1e+10, 457.613 1.00019e+10, selection 0.456004 selection_type 2, max_weighted 0.000127717 pos10925 potential 138.328 7829.82 weight 0.000127717
2022-Jul-25 17:16:14.732375: INFO:  potential ranges 57.1437 1e+10, 458.288 1.00019e+10, selection 0.552523 selection_type 2, max_weighted 0.00011558 pos10518 potential 157.331 8652.01 weight 0.00011558
2022-Jul-25 17:16:14.734376: INFO:  potential ranges 57.2665 1e+10, 458.939 1.00019e+10, selection 0.405492 selection_type 2, max_weighted 0.000111047 pos11002 potential 2784.19 9005.21 weight 0.000111047
2022-Jul-25 17:16:14.736374: INFO:  potential ranges 57.3623 1e+10, 459.539 1.00019e+10, selection 0.638313 selection_type 2, max_weighted 0.000109752 pos10747 potential 1256.09 9111.44 weight 0.000109752
2022-Jul-25 17:16:14.738373: INFO:  potential ranges 57.4627 1e+10, 460.085 1.00019e+10, selection 0.376725 selection_type 2, max_weighted 0.000108408 pos10982 potential 272.493 9224.42 weight 0.000108408
2022-Jul-25 17:16:14.742124: INFO:  potential ranges 57.632 1e+10, 460.774 1.00019e+10, selection 0.142696 selection_type 2, max_weighted 9.28323e-05 pos10659 potential 215.283 10772.1 weight 9.28323e-05
2022-Jul-25 17:16:14.745553: INFO:  potential ranges 57.7949 1e+10, 461.437 1.00019e+10, selection 0.312322 selection_type 2, max_weighted 8.87784e-05 pos10527 potential 2804.82 11264 weight 8.87784e-05
2022-Jul-25 17:16:14.748557: INFO:  potential ranges 57.8896 1e+10, 462.061 1.00019e+10, selection 0.639792 selection_type 2, max_weighted 8.74886e-05 pos10926 potential 169.13 11430.1 weight 8.74886e-05
2022-Jul-25 17:16:14.750553: INFO:  potential ranges 58.074 1e+10, 462.766 1.00019e+10, selection 0.741522 selection_type 2, max_weighted 7.59582e-05 pos10599 potential 127.035 13165.1 weight 7.59582e-05
2022-Jul-25 17:50:22.179304: INFO:  
2022-Jul-25 17:50:22.179304: INFO:  ***** Iteration 5: Building MOP *****
2022-Jul-25 17:50:22.180299: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 17:50:22.181303: INFO:  Design history: ranges Input 1 0.0500475 0.5
2022-Jul-25 17:50:22.181303: INFO:  Design history: ranges Input 2 1.00024 1.99679
2022-Jul-25 17:50:22.182303: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 17:50:22.183296: INFO:  Design history: Inputs 220 4
2022-Jul-25 17:50:22.184295: INFO:  Design history: Responses 220 3
2022-Jul-25 17:50:22.188736: INFO:  Max. responses in parallel: 3
2022-Jul-25 17:50:22.189780: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 220 designs
2022-Jul-25 17:50:22.190778: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 17:50:22.192807: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 220 designs
2022-Jul-25 17:50:22.193805: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 17:50:22.194804: INFO:  Build MOP for response Total_Pattern with 220 designs
2022-Jul-25 17:50:22.195561: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 17:50:22.195561: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 17:50:22.196566: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 17:50:22.197566: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 17:50:22.198827: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.827         0.823
2022-Jul-25 17:50:22.199834: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.908         0.901
2022-Jul-25 17:50:22.200833: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.958         0.954
2022-Jul-25 17:50:22.202835: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.673         0.657
2022-Jul-25 17:50:22.202835: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.507         0.496
2022-Jul-25 17:50:22.204436: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.778         0.757
2022-Jul-25 17:50:22.204436: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 1.000         1.000
2022-Jul-25 17:50:22.205619: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.928         0.924
2022-Jul-25 17:50:22.207620: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.998         0.998
2022-Jul-25 17:50:22.262010: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 17:50:22.744381: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.984         0.968
2022-Jul-25 17:50:22.762742: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.996         0.983
2022-Jul-25 17:50:22.970790: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.999         0.990
2022-Jul-25 17:50:23.007803: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.959         0.927
2022-Jul-25 17:50:23.027566: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.955         0.942
2022-Jul-25 17:50:23.230663: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 17:50:23.282367: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel, BoxCox)                           4               1                 0.954         0.936
2022-Jul-25 17:50:23.502938: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 17:50:23.526850: INFO:  Active response subspace 1111
2022-Jul-25 17:50:23.528851: INFO:  MOP Criteria 220 2
2022-Jul-25 17:50:23.529851: INFO:  Criteria functors 2
2022-Jul-25 17:50:23.530851: INFO:  Active criteria subspace 1111
2022-Jul-25 17:50:23.531850: INFO:  
2022-Jul-25 17:50:23.532850: INFO:  ***** Iteration 5: MOP results *****
2022-Jul-25 17:50:23.533850: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.989842 sampleCoP 0.785976
2022-Jul-25 17:50:23.534851: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel, BoxCox)                        CoP 0.936356 sampleCoP 0
2022-Jul-25 17:50:23.535852: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.99951 sampleCoP 0.981082
2022-Jul-25 17:50:23.580367: INFO:  
2022-Jul-25 17:50:23.580662: INFO:  ***** Iteration 6: Local Refinement *****
2022-Jul-25 17:50:33.624782: INFO:  num_pareto_designs 925
2022-Jul-25 17:50:33.625798: INFO:  num best designs 0
2022-Jul-25 17:50:33.626707: INFO:  num candidates total 11145
2022-Jul-25 17:50:33.627767: INFO:  number of designs for input density estimate 220
2022-Jul-25 17:50:33.789199: INFO:  potential initial inputs 59.4806 1e+10
2022-Jul-25 17:50:33.790218: INFO:  number of designs for objective density estimate 220
2022-Jul-25 17:50:33.940354: INFO:  potential initial objectives 345.711 1.00007e+10
2022-Jul-25 17:50:33.941638: INFO:  local CoP min 0.875601
2022-Jul-25 17:50:33.942636: INFO:  local CoP min 0.321543
2022-Jul-25 17:50:33.943650: INFO:  local CoP min 0.989239
2022-Jul-25 17:50:33.943650: INFO:  error range 0.000900755 0.708966
2022-Jul-25 17:50:37.987647: INFO:  num best designs 900
2022-Jul-25 17:50:37.989645: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 17:50:37.990644: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 17:50:37.991647: INFO:  potential ranges 59.4806 1e+10, 345.711 1.00007e+10, selection 0.713668 selection_type 2, max_weighted 0.000160143 pos3186 potential 178.04 6244.42 weight 0.000160143
2022-Jul-25 17:50:37.994644: INFO:  potential ranges 59.6715 1e+10, 346.163 1.00007e+10, selection 0.0344847 selection_type 2, max_weighted 7.51902e-05 pos4784 potential 80.4067 13299.6 weight 7.51902e-05
2022-Jul-25 17:50:37.996644: INFO:  potential ranges 59.8121 1e+10, 347.33 1.00007e+10, selection 0.610045 selection_type 2, max_weighted 6.82339e-05 pos11027 potential 138.662 14655.5 weight 6.82339e-05
2022-Jul-25 17:50:37.998924: INFO:  potential ranges 60.0979 1e+10, 348.009 1.00007e+10, selection 0.277195 selection_type 2, max_weighted 6.81071e-05 pos10756 potential 112.029 14682.8 weight 6.81071e-05
2022-Jul-25 17:50:38.001017: INFO:  potential ranges 60.2627 1e+10, 349.621 1.00007e+10, selection 0.1479 selection_type 2, max_weighted 6.59392e-05 pos11087 potential 112.521 15165.5 weight 6.59392e-05
2022-Jul-25 17:50:38.003012: INFO:  potential ranges 60.471 1e+10, 350.452 1.00007e+10, selection 0.0116991 selection_type 2, max_weighted 6.36595e-05 pos10321 potential 129.171 15708.6 weight 6.36595e-05
2022-Jul-25 17:50:38.007012: INFO:  potential ranges 60.6515 1e+10, 351.554 1.00007e+10, selection 0.366101 selection_type 2, max_weighted 6.06416e-05 pos10302 potential 146.935 16490.3 weight 6.06416e-05
2022-Jul-25 17:50:38.011011: INFO:  potential ranges 61.0047 1e+10, 352.207 1.00007e+10, selection 0.316193 selection_type 2, max_weighted 5.83337e-05 pos10954 potential 170.424 17142.7 weight 5.83337e-05
2022-Jul-25 17:50:38.013011: INFO:  potential ranges 61.2569 1e+10, 352.922 1.00007e+10, selection 0.125326 selection_type 2, max_weighted 5.81828e-05 pos11014 potential 205.829 17187.2 weight 5.81828e-05
2022-Jul-25 17:50:38.016646: INFO:  potential ranges 61.4533 1e+10, 353.825 1.00007e+10, selection 0.574366 selection_type 2, max_weighted 5.63165e-05 pos10834 potential 1266.88 17756.8 weight 5.63165e-05
2022-Jul-25 17:50:38.018647: INFO:  potential ranges 61.6159 1e+10, 355.542 1.00007e+10, selection 0.51711 selection_type 2, max_weighted 5.60687e-05 pos10984 potential 310.264 17835.3 weight 5.60687e-05
2022-Jul-25 17:50:38.020646: INFO:  potential ranges 61.7986 1e+10, 356.529 1.00007e+10, selection 0.506017 selection_type 2, max_weighted 5.4843e-05 pos10562 potential 292.37 18233.9 weight 5.4843e-05
2022-Jul-25 17:50:38.022639: INFO:  potential ranges 61.9716 1e+10, 357.77 1.00007e+10, selection 0.400926 selection_type 2, max_weighted 5.33241e-05 pos10818 potential 694.799 18753.3 weight 5.33241e-05
2022-Jul-25 17:50:38.024769: INFO:  potential ranges 62.0893 1e+10, 359.292 1.00007e+10, selection 0.953743 selection_type 2, max_weighted 4.8909e-05 pos10964 potential 184.303 20446.1 weight 4.8909e-05
2022-Jul-25 17:50:38.025778: INFO:  potential ranges 62.1852 1e+10, 360.067 1.00007e+10, selection 0.590886 selection_type 2, max_weighted 4.74744e-05 pos10475 potential 186.672 21064 weight 4.74744e-05
2022-Jul-25 17:50:38.028779: INFO:  potential ranges 62.2947 1e+10, 360.713 1.00007e+10, selection 0.843323 selection_type 2, max_weighted 4.67871e-05 pos11081 potential 810.169 21373.4 weight 4.67871e-05
2022-Jul-25 18:23:35.972913: INFO:  
2022-Jul-25 18:23:35.973913: INFO:  ***** Iteration 6: Building MOP *****
2022-Jul-25 18:23:35.974913: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 18:23:35.975913: INFO:  Design history: ranges Input 1 0.0500475 0.5
2022-Jul-25 18:23:35.976913: INFO:  Design history: ranges Input 2 1.00024 1.99679
2022-Jul-25 18:23:35.976913: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 18:23:35.977913: INFO:  Design history: Inputs 236 4
2022-Jul-25 18:23:35.979172: INFO:  Design history: Responses 236 3
2022-Jul-25 18:23:35.984224: INFO:  Max. responses in parallel: 3
2022-Jul-25 18:23:35.994906: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 236 designs
2022-Jul-25 18:23:35.996347: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 18:23:35.997751: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 236 designs
2022-Jul-25 18:23:35.998748: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 18:23:35.999747: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 18:23:36.000835: INFO:  Build MOP for response Total_Pattern with 236 designs
2022-Jul-25 18:23:36.011245: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 18:23:36.012244: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.832         0.827
2022-Jul-25 18:23:36.013245: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 18:23:36.014244: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.911         0.905
2022-Jul-25 18:23:36.014244: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 18:23:36.015250: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.960         0.958
2022-Jul-25 18:23:36.018900: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.676         0.662
2022-Jul-25 18:23:36.018900: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.783         0.770
2022-Jul-25 18:23:36.019906: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.518         0.501
2022-Jul-25 18:23:36.020902: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.929         0.924
2022-Jul-25 18:23:36.022759: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.999         0.999
2022-Jul-25 18:23:36.023968: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.998         0.998
2022-Jul-25 18:23:36.072484: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 18:23:36.621055: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.984         0.970
2022-Jul-25 18:23:36.641959: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.996         0.983
2022-Jul-25 18:23:36.883386: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.999         0.989
2022-Jul-25 18:23:36.946907: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.959         0.927
2022-Jul-25 18:23:36.966027: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.956         0.942
2022-Jul-25 18:23:37.186904: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 18:23:37.265654: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel, BoxCox)                           4               1                 0.956         0.937
2022-Jul-25 18:23:37.513080: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 18:23:37.542628: INFO:  Active response subspace 1111
2022-Jul-25 18:23:37.544557: INFO:  MOP Criteria 236 2
2022-Jul-25 18:23:37.545558: INFO:  Criteria functors 2
2022-Jul-25 18:23:37.546559: INFO:  Active criteria subspace 1111
2022-Jul-25 18:23:37.546559: INFO:  
2022-Jul-25 18:23:37.547558: INFO:  ***** Iteration 6: MOP results *****
2022-Jul-25 18:23:37.548558: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.989273 sampleCoP 0.779089
2022-Jul-25 18:23:37.549559: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel, BoxCox)                        CoP 0.937479 sampleCoP 0
2022-Jul-25 18:23:37.550629: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.999192 sampleCoP 0.962285
2022-Jul-25 18:23:37.606170: INFO:  
2022-Jul-25 18:23:37.607172: INFO:  ***** Iteration 7: Local Refinement *****
2022-Jul-25 18:23:47.320958: INFO:  num_pareto_designs 886
2022-Jul-25 18:23:47.322004: INFO:  num best designs 0
2022-Jul-25 18:23:47.323048: INFO:  num candidates total 11122
2022-Jul-25 18:23:47.324030: INFO:  number of designs for input density estimate 236
2022-Jul-25 18:23:47.447239: INFO:  potential initial inputs 59.222 1e+10
2022-Jul-25 18:23:47.448240: INFO:  number of designs for objective density estimate 236
2022-Jul-25 18:23:47.605279: INFO:  potential initial objectives 392.48 1.00011e+10
2022-Jul-25 18:23:47.606326: INFO:  local CoP min 0.862036
2022-Jul-25 18:23:47.607228: INFO:  local CoP min 0.191824
2022-Jul-25 18:23:47.608370: INFO:  local CoP min 0.978494
2022-Jul-25 18:23:47.608871: INFO:  error range 0.00115282 0.859697
2022-Jul-25 18:23:51.905658: INFO:  num best designs 844
2022-Jul-25 18:23:51.906675: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 18:23:51.907183: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 18:23:51.908215: INFO:  potential ranges 59.222 1e+10, 392.48 1.00011e+10, selection 0.131271 selection_type 2, max_weighted 8.59629e-05 pos11083 potential 170.861 11632.9 weight 8.59629e-05
2022-Jul-25 18:23:51.910308: INFO:  potential ranges 59.3965 1e+10, 393.08 1.00011e+10, selection 0.346495 selection_type 2, max_weighted 5.20429e-05 pos10462 potential 121.015 19214.9 weight 5.20429e-05
2022-Jul-25 18:23:51.911432: INFO:  potential ranges 59.6065 1e+10, 393.92 1.00011e+10, selection 0.824374 selection_type 2, max_weighted 4.94219e-05 pos10716 potential 161.269 20233.9 weight 4.94219e-05
2022-Jul-25 18:23:51.914430: INFO:  potential ranges 59.8047 1e+10, 394.841 1.00011e+10, selection 0.255122 selection_type 2, max_weighted 4.93175e-05 pos11043 potential 735.228 20276.8 weight 4.93175e-05
2022-Jul-25 18:23:51.916429: INFO:  potential ranges 59.9801 1e+10, 395.445 1.00011e+10, selection 0.310826 selection_type 2, max_weighted 4.84737e-05 pos4444 potential 143.115 20629.7 weight 4.84737e-05
2022-Jul-25 18:23:51.919422: INFO:  potential ranges 60.0757 1e+10, 397.075 1.00011e+10, selection 0.930439 selection_type 2, max_weighted 4.81127e-05 pos10648 potential 165.035 20784.5 weight 4.81127e-05
2022-Jul-25 18:23:51.921424: INFO:  potential ranges 60.2833 1e+10, 397.86 1.00011e+10, selection 0.978998 selection_type 2, max_weighted 4.58111e-05 pos10531 potential 242.466 21828.8 weight 4.58111e-05
2022-Jul-25 18:23:51.923425: INFO:  potential ranges 60.4099 1e+10, 398.553 1.00011e+10, selection 0.620382 selection_type 2, max_weighted 4.41282e-05 pos5116 potential 242.988 22661.2 weight 4.41282e-05
2022-Jul-25 18:23:51.927047: INFO:  potential ranges 60.5171 1e+10, 399.013 1.00011e+10, selection 0.0644996 selection_type 2, max_weighted 4.20375e-05 pos11112 potential 447.167 23788.3 weight 4.20375e-05
2022-Jul-25 18:23:51.930045: INFO:  potential ranges 60.638 1e+10, 399.743 1.00011e+10, selection 0.837261 selection_type 2, max_weighted 4.1254e-05 pos11021 potential 168.828 24240.1 weight 4.1254e-05
2022-Jul-25 18:23:51.933046: INFO:  potential ranges 60.8152 1e+10, 400.371 1.00011e+10, selection 0.262841 selection_type 2, max_weighted 4.01068e-05 pos10280 potential 192.272 24933.4 weight 4.01068e-05
2022-Jul-25 18:23:51.935045: INFO:  potential ranges 61.019 1e+10, 401.528 1.00011e+10, selection 0.238983 selection_type 2, max_weighted 3.78497e-05 pos10667 potential 134.461 26420.3 weight 3.78497e-05
2022-Jul-25 18:23:51.938045: INFO:  potential ranges 61.1514 1e+10, 402.194 1.00011e+10, selection 0.793376 selection_type 2, max_weighted 3.68178e-05 pos2376 potential 259.741 27160.8 weight 3.68178e-05
2022-Jul-25 18:23:51.941214: INFO:  potential ranges 61.264 1e+10, 402.685 1.00011e+10, selection 0.397576 selection_type 2, max_weighted 3.65051e-05 pos10829 potential 213.218 27393.4 weight 3.65051e-05
2022-Jul-25 18:23:51.943409: INFO:  potential ranges 61.4538 1e+10, 403.699 1.00011e+10, selection 0.813895 selection_type 2, max_weighted 3.57223e-05 pos11119 potential 415.385 27993.7 weight 3.57223e-05
2022-Jul-25 18:23:51.946409: INFO:  potential ranges 61.6576 1e+10, 404.576 1.00011e+10, selection 0.721751 selection_type 2, max_weighted 3.4631e-05 pos10885 potential 228.767 28875.8 weight 3.4631e-05
2022-Jul-25 18:56:54.660680: INFO:  
2022-Jul-25 18:56:54.661441: INFO:  ***** Iteration 7: Building MOP *****
2022-Jul-25 18:56:54.661441: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 18:56:54.662468: INFO:  Design history: ranges Input 1 0.0500475 0.5
2022-Jul-25 18:56:54.664468: INFO:  Design history: ranges Input 2 1.00024 1.99679
2022-Jul-25 18:56:54.664468: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 18:56:54.665468: INFO:  Design history: Inputs 252 4
2022-Jul-25 18:56:54.666467: INFO:  Design history: Responses 252 3
2022-Jul-25 18:56:54.671461: INFO:  Max. responses in parallel: 3
2022-Jul-25 18:56:54.672587: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 252 designs
2022-Jul-25 18:56:54.673670: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 18:56:54.675201: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 252 designs
2022-Jul-25 18:56:54.675201: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 18:56:54.676220: INFO:  Build MOP for response Total_Pattern with 252 designs
2022-Jul-25 18:56:54.677228: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 18:56:54.678220: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 18:56:54.678220: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 18:56:54.679217: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 18:56:54.681220: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.833         0.828
2022-Jul-25 18:56:54.682220: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.913         0.906
2022-Jul-25 18:56:54.683220: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.962         0.958
2022-Jul-25 18:56:54.685377: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.680         0.673
2022-Jul-25 18:56:54.685377: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.524         0.499
2022-Jul-25 18:56:54.686377: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.785         0.778
2022-Jul-25 18:56:54.686377: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.999         0.999
2022-Jul-25 18:56:54.687377: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.931         0.929
2022-Jul-25 18:56:54.688477: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.998         0.998
2022-Jul-25 18:56:54.749964: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 18:56:55.387898: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.985         0.971
2022-Jul-25 18:56:55.408484: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.996         0.985
2022-Jul-25 18:56:55.674432: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.999         0.991
2022-Jul-25 18:56:55.764616: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.959         0.939
2022-Jul-25 18:56:55.786874: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.966         0.954
2022-Jul-25 18:56:55.960007: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 18:56:56.125775: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel)                                   4               1                 0.962         0.947
2022-Jul-25 18:56:56.352441: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 18:56:56.386102: INFO:  Active response subspace 1111
2022-Jul-25 18:56:56.387086: INFO:  MOP Criteria 252 2
2022-Jul-25 18:56:56.388112: INFO:  Criteria functors 2
2022-Jul-25 18:56:56.389092: INFO:  Active criteria subspace 1111
2022-Jul-25 18:56:56.390117: INFO:  
2022-Jul-25 18:56:56.391098: INFO:  ***** Iteration 7: MOP results *****
2022-Jul-25 18:56:56.392110: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.991105 sampleCoP 0.748101
2022-Jul-25 18:56:56.393095: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel)                                CoP 0.947458 sampleCoP 0
2022-Jul-25 18:56:56.394236: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.998712 sampleCoP 0.92998
2022-Jul-25 18:56:56.432723: INFO:  
2022-Jul-25 18:56:56.433724: INFO:  ***** Iteration 8: Local Refinement *****
2022-Jul-25 18:57:06.207140: INFO:  num_pareto_designs 658
2022-Jul-25 18:57:06.208213: INFO:  num best designs 0
2022-Jul-25 18:57:06.209137: INFO:  num candidates total 10910
2022-Jul-25 18:57:06.210126: INFO:  number of designs for input density estimate 252
2022-Jul-25 18:57:06.350539: INFO:  potential initial inputs 60.8588 1e+10
2022-Jul-25 18:57:06.351538: INFO:  number of designs for objective density estimate 252
2022-Jul-25 18:57:06.520091: INFO:  potential initial objectives 391.736 1.00067e+10
2022-Jul-25 18:57:06.521101: INFO:  local CoP min 0.854177
2022-Jul-25 18:57:06.522085: INFO:  local CoP min 0.261947
2022-Jul-25 18:57:06.524085: INFO:  local CoP min 0.96375
2022-Jul-25 18:57:06.525315: INFO:  error range 0.00119184 0.802031
2022-Jul-25 18:57:10.705461: INFO:  num best designs 647
2022-Jul-25 18:57:10.706459: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 18:57:10.707454: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 18:57:10.709462: INFO:  potential ranges 60.8588 1e+10, 391.736 1.00067e+10, selection 0.807271 selection_type 2, max_weighted 0.000165241 pos10522 potential 152.808 6051.78 weight 0.000165241
2022-Jul-25 18:57:10.714604: INFO:  potential ranges 61.0952 1e+10, 392.32 1.00067e+10, selection 0.744045 selection_type 2, max_weighted 0.000152123 pos10854 potential 267.285 6573.64 weight 0.000152123
2022-Jul-25 18:57:10.717603: INFO:  potential ranges 61.3315 1e+10, 392.884 1.00067e+10, selection 0.498848 selection_type 2, max_weighted 0.000133323 pos10839 potential 523.627 7500.56 weight 0.000133323
2022-Jul-25 18:57:10.720603: INFO:  potential ranges 61.5669 1e+10, 393.483 1.00067e+10, selection 0.847247 selection_type 2, max_weighted 0.00010453 pos10519 potential 625.432 9566.63 weight 0.00010453
2022-Jul-25 18:57:10.723603: INFO:  potential ranges 61.8074 1e+10, 394.058 1.00067e+10, selection 0.855693 selection_type 2, max_weighted 9.76314e-05 pos10711 potential 562.263 10242.6 weight 9.76314e-05
2022-Jul-25 18:57:10.726228: INFO:  potential ranges 62.0507 1e+10, 394.669 1.00067e+10, selection 0.323059 selection_type 2, max_weighted 7.97999e-05 pos10411 potential 488.341 12531.3 weight 7.97999e-05
2022-Jul-25 18:57:10.729239: INFO:  potential ranges 62.2785 1e+10, 395.293 1.00067e+10, selection 0.513241 selection_type 2, max_weighted 7.81429e-05 pos10446 potential 141.432 12797.1 weight 7.81429e-05
2022-Jul-25 18:57:10.731240: INFO:  potential ranges 62.4505 1e+10, 397.858 1.00067e+10, selection 0.343738 selection_type 2, max_weighted 7.66097e-05 pos10842 potential 1868.04 13053.2 weight 7.66097e-05
2022-Jul-25 18:57:10.733246: INFO:  potential ranges 62.6907 1e+10, 398.449 1.00067e+10, selection 0.968501 selection_type 2, max_weighted 6.40773e-05 pos10743 potential 197.192 15606.2 weight 6.40773e-05
2022-Jul-25 18:57:10.735246: INFO:  potential ranges 62.855 1e+10, 400.601 1.00067e+10, selection 0.307731 selection_type 2, max_weighted 5.95975e-05 pos10878 potential 1161.87 16779.2 weight 5.95975e-05
2022-Jul-25 18:57:10.738246: INFO:  potential ranges 63.0806 1e+10, 401.171 1.00067e+10, selection 0.365377 selection_type 2, max_weighted 5.63344e-05 pos10459 potential 1057.52 17751.2 weight 5.63344e-05
2022-Jul-25 18:57:10.740253: INFO:  potential ranges 63.2077 1e+10, 401.803 1.00067e+10, selection 0.0477185 selection_type 2, max_weighted 5.58437e-05 pos10754 potential 391.532 17907.1 weight 5.58437e-05
2022-Jul-25 18:57:10.741423: INFO:  potential ranges 63.3187 1e+10, 404.107 1.00067e+10, selection 0.49276 selection_type 2, max_weighted 4.53929e-05 pos10530 potential 1385.44 22029.9 weight 4.53929e-05
2022-Jul-25 18:57:10.746474: INFO:  potential ranges 63.4402 1e+10, 404.724 1.00067e+10, selection 0.856529 selection_type 2, max_weighted 4.45784e-05 pos10841 potential 1827.05 22432.4 weight 4.45784e-05
2022-Jul-25 18:57:10.749482: INFO:  potential ranges 63.5679 1e+10, 405.304 1.00067e+10, selection 0.540956 selection_type 2, max_weighted 4.39379e-05 pos10691 potential 440.754 22759.4 weight 4.39379e-05
2022-Jul-25 18:57:10.751551: INFO:  potential ranges 63.6778 1e+10, 407.365 1.00067e+10, selection 0.493712 selection_type 2, max_weighted 4.24016e-05 pos10794 potential 2589.07 23584 weight 4.24016e-05
2022-Jul-25 19:30:16.822504: INFO:  
2022-Jul-25 19:30:16.823779: INFO:  ***** Iteration 8: Building MOP *****
2022-Jul-25 19:30:16.825385: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 19:30:16.826752: INFO:  Design history: ranges Input 1 0.0500475 0.5
2022-Jul-25 19:30:16.827753: INFO:  Design history: ranges Input 2 1.00024 1.99679
2022-Jul-25 19:30:16.828753: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 19:30:16.830752: INFO:  Design history: Inputs 268 4
2022-Jul-25 19:30:16.831753: INFO:  Design history: Responses 268 3
2022-Jul-25 19:30:16.834753: INFO:  Max. responses in parallel: 3
2022-Jul-25 19:30:16.835753: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 268 designs
2022-Jul-25 19:30:16.836752: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 19:30:16.837898: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 268 designs
2022-Jul-25 19:30:16.838913: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 19:30:16.839877: INFO:  Build MOP for response Total_Pattern with 268 designs
2022-Jul-25 19:30:16.840447: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 19:30:16.841441: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 19:30:16.841907: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 19:30:16.841907: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 19:30:16.847535: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.831         0.824
2022-Jul-25 19:30:16.848714: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.906         0.900
2022-Jul-25 19:30:16.849802: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.505         0.494
2022-Jul-25 19:30:16.849802: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.684         0.673
2022-Jul-25 19:30:16.850728: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.960         0.955
2022-Jul-25 19:30:16.851809: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.999         0.999
2022-Jul-25 19:30:16.851809: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.784         0.777
2022-Jul-25 19:30:16.852726: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.997         0.997
2022-Jul-25 19:30:16.852726: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.936         0.935
2022-Jul-25 19:30:16.910294: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 19:30:17.674955: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.993         0.978
2022-Jul-25 19:30:17.699050: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.999         0.988
2022-Jul-25 19:30:18.017952: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.999         0.993
2022-Jul-25 19:30:18.075248: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.960         0.935
2022-Jul-25 19:30:18.103540: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.957         0.949
2022-Jul-25 19:30:18.319749: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 19:30:18.474347: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel, BoxCox)                           4               1                 0.960         0.942
2022-Jul-25 19:30:18.771203: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 19:30:18.811272: INFO:  Active response subspace 1111
2022-Jul-25 19:30:18.812570: INFO:  MOP Criteria 268 2
2022-Jul-25 19:30:18.813073: INFO:  Criteria functors 2
2022-Jul-25 19:30:18.813707: INFO:  Active criteria subspace 1111
2022-Jul-25 19:30:18.814209: INFO:  
2022-Jul-25 19:30:18.815226: INFO:  ***** Iteration 8: MOP results *****
2022-Jul-25 19:30:18.815226: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.993207 sampleCoP 0.856735
2022-Jul-25 19:30:18.816219: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel, BoxCox)                        CoP 0.94249 sampleCoP 0
2022-Jul-25 19:30:18.816219: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.998505 sampleCoP 0.926871
2022-Jul-25 19:30:18.882404: INFO:  
2022-Jul-25 19:30:18.883988: INFO:  ***** Iteration 9: Local Refinement *****
2022-Jul-25 19:30:28.235166: INFO:  num_pareto_designs 732
2022-Jul-25 19:30:28.236171: INFO:  num best designs 0
2022-Jul-25 19:30:28.237169: INFO:  num candidates total 11000
2022-Jul-25 19:30:28.238177: INFO:  number of designs for input density estimate 268
2022-Jul-25 19:30:28.443059: INFO:  potential initial inputs 66.786 1e+10
2022-Jul-25 19:30:28.444059: INFO:  number of designs for objective density estimate 268
2022-Jul-25 19:30:28.629919: INFO:  potential initial objectives 496.956 1.00043e+10
2022-Jul-25 19:30:28.630912: INFO:  local CoP min 0.911815
2022-Jul-25 19:30:28.631919: INFO:  local CoP min 0.184454
2022-Jul-25 19:30:28.632918: INFO:  local CoP min 0.952137
2022-Jul-25 19:30:28.632918: INFO:  error range 0.000490967 0.881271
2022-Jul-25 19:30:33.281867: INFO:  num best designs 735
2022-Jul-25 19:30:33.282952: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 19:30:33.283943: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 19:30:33.284957: INFO:  potential ranges 66.786 1e+10, 496.956 1.00043e+10, selection 0.723626 selection_type 2, max_weighted 6.0453e-05 pos10988 potential 221.68 16541.8 weight 6.0453e-05
2022-Jul-25 19:30:33.286950: INFO:  potential ranges 66.9669 1e+10, 497.546 1.00043e+10, selection 0.869602 selection_type 2, max_weighted 4.52207e-05 pos10687 potential 278.609 22113.8 weight 4.52207e-05
2022-Jul-25 19:30:33.288950: INFO:  potential ranges 67.1417 1e+10, 498.156 1.00043e+10, selection 0.459911 selection_type 2, max_weighted 4.06086e-05 pos1427 potential 120.096 24625.3 weight 4.06086e-05
2022-Jul-25 19:30:33.291950: INFO:  potential ranges 67.323 1e+10, 500.112 1.00043e+10, selection 0.247502 selection_type 2, max_weighted 3.88034e-05 pos10381 potential 133.551 25771 weight 3.88034e-05
2022-Jul-25 19:30:33.294950: INFO:  potential ranges 67.4174 1e+10, 500.795 1.00043e+10, selection 0.494737 selection_type 2, max_weighted 3.76763e-05 pos10456 potential 163.806 26541.9 weight 3.76763e-05
2022-Jul-25 19:30:33.297050: INFO:  potential ranges 67.6373 1e+10, 502.254 1.00043e+10, selection 0.0365515 selection_type 2, max_weighted 3.58117e-05 pos10850 potential 443.438 27923.8 weight 3.58117e-05
2022-Jul-25 19:30:33.299071: INFO:  potential ranges 67.8634 1e+10, 503.613 1.00043e+10, selection 0.632188 selection_type 2, max_weighted 3.20825e-05 pos10744 potential 302.827 31169.6 weight 3.20825e-05
2022-Jul-25 19:30:33.301070: INFO:  potential ranges 68.0875 1e+10, 504.83 1.00043e+10, selection 0.762679 selection_type 2, max_weighted 3.20259e-05 pos10905 potential 472.437 31224.7 weight 3.20259e-05
2022-Jul-25 19:30:33.302070: INFO:  potential ranges 68.2653 1e+10, 505.431 1.00043e+10, selection 0.979119 selection_type 2, max_weighted 3.19407e-05 pos10898 potential 206.463 31308 weight 3.19407e-05
2022-Jul-25 19:30:33.304071: INFO:  potential ranges 68.3866 1e+10, 506.094 1.00043e+10, selection 0.133814 selection_type 2, max_weighted 3.18889e-05 pos10995 potential 356.473 31358.9 weight 3.18889e-05
2022-Jul-25 19:30:33.306074: INFO:  potential ranges 68.6019 1e+10, 507.812 1.00043e+10, selection 0.645833 selection_type 2, max_weighted 3.02622e-05 pos10976 potential 508.512 33044.5 weight 3.02622e-05
2022-Jul-25 19:30:33.308073: INFO:  potential ranges 68.8399 1e+10, 508.956 1.00043e+10, selection 0.0924205 selection_type 2, max_weighted 2.93027e-05 pos10690 potential 1272.25 34126.5 weight 2.93027e-05
2022-Jul-25 19:30:33.312070: INFO:  potential ranges 69.0705 1e+10, 510.261 1.00043e+10, selection 0.341658 selection_type 2, max_weighted 2.89896e-05 pos10852 potential 202.508 34495.2 weight 2.89896e-05
2022-Jul-25 19:30:33.314411: INFO:  potential ranges 69.1826 1e+10, 511.063 1.00043e+10, selection 0.968361 selection_type 2, max_weighted 2.85707e-05 pos10497 potential 189.864 35000.9 weight 2.85707e-05
2022-Jul-25 19:30:33.320418: INFO:  potential ranges 69.2844 1e+10, 511.737 1.00043e+10, selection 0.0401956 selection_type 2, max_weighted 2.75504e-05 pos10888 potential 613.602 36297.1 weight 2.75504e-05
2022-Jul-25 19:30:33.324483: INFO:  potential ranges 69.4633 1e+10, 512.343 1.00043e+10, selection 0.674695 selection_type 2, max_weighted 2.70974e-05 pos10933 potential 1004.21 36903.9 weight 2.70974e-05
2022-Jul-25 20:03:25.170166: INFO:  
2022-Jul-25 20:03:25.170962: INFO:  ***** Iteration 9: Building MOP *****
2022-Jul-25 20:03:25.170962: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 20:03:25.171992: INFO:  Design history: ranges Input 1 0.0500177 0.5
2022-Jul-25 20:03:25.172991: INFO:  Design history: ranges Input 2 1.00024 1.99679
2022-Jul-25 20:03:25.172991: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 20:03:25.174014: INFO:  Design history: Inputs 284 4
2022-Jul-25 20:03:25.174014: INFO:  Design history: Responses 284 3
2022-Jul-25 20:03:25.177874: INFO:  Max. responses in parallel: 3
2022-Jul-25 20:03:25.178663: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 284 designs
2022-Jul-25 20:03:25.178663: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 20:03:25.180161: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 284 designs
2022-Jul-25 20:03:25.182284: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 20:03:25.182530: INFO:  Build MOP for response Total_Pattern with 284 designs
2022-Jul-25 20:03:25.183912: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 20:03:25.184922: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 20:03:25.185921: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 20:03:25.186937: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 20:03:25.188908: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.831         0.821
2022-Jul-25 20:03:25.189466: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.907         0.901
2022-Jul-25 20:03:25.190480: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.961         0.957
2022-Jul-25 20:03:25.193480: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.690         0.680
2022-Jul-25 20:03:25.193480: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.508         0.489
2022-Jul-25 20:03:25.194479: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms, BoxCox)        4               5                 0.779         0.774
2022-Jul-25 20:03:25.195480: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.998         0.998
2022-Jul-25 20:03:25.196851: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.935         0.931
2022-Jul-25 20:03:25.196954: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.996         0.996
2022-Jul-25 20:03:25.263957: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 20:03:26.154156: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.984         0.974
2022-Jul-25 20:03:26.181845: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.995         0.986
2022-Jul-25 20:03:26.532609: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.999         0.992
2022-Jul-25 20:03:26.636955: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.956         0.931
2022-Jul-25 20:03:26.665002: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.954         0.943
2022-Jul-25 20:03:26.882794: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 20:03:27.166761: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel, BoxCox)                           4               1                 0.957         0.941
2022-Jul-25 20:03:27.497441: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 20:03:27.536257: INFO:  Active response subspace 1111
2022-Jul-25 20:03:27.537257: INFO:  MOP Criteria 284 2
2022-Jul-25 20:03:27.537937: INFO:  Criteria functors 2
2022-Jul-25 20:03:27.537937: INFO:  Active criteria subspace 1111
2022-Jul-25 20:03:27.539103: INFO:  
2022-Jul-25 20:03:27.539865: INFO:  ***** Iteration 9: MOP results *****
2022-Jul-25 20:03:27.540275: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.992157 sampleCoP 0.773139
2022-Jul-25 20:03:27.541275: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel, BoxCox)                        CoP 0.940593 sampleCoP 0
2022-Jul-25 20:03:27.541522: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.998161 sampleCoP 0.891333
2022-Jul-25 20:03:27.596100: INFO:  
2022-Jul-25 20:03:27.597100: INFO:  ***** Iteration 10: Local Refinement *****
2022-Jul-25 20:03:37.704139: INFO:  num_pareto_designs 734
2022-Jul-25 20:03:37.705172: INFO:  num best designs 0
2022-Jul-25 20:03:37.705700: INFO:  num candidates total 11018
2022-Jul-25 20:03:37.707799: INFO:  number of designs for input density estimate 284
2022-Jul-25 20:03:37.910998: INFO:  potential initial inputs 62.9376 1e+10
2022-Jul-25 20:03:37.911990: INFO:  number of designs for objective density estimate 284
2022-Jul-25 20:03:38.135173: INFO:  potential initial objectives 396.929 1.00046e+10
2022-Jul-25 20:03:38.135942: INFO:  local CoP min 0.844726
2022-Jul-25 20:03:38.136942: INFO:  local CoP min 0.071478
2022-Jul-25 20:03:38.137905: INFO:  local CoP min 0.934681
2022-Jul-25 20:03:38.138141: INFO:  error range 0.0003374 0.983792
2022-Jul-25 20:03:42.525372: INFO:  num best designs 725
2022-Jul-25 20:03:42.527185: INFO:  Weights criteria minValue 1e-12 maxValue 1
2022-Jul-25 20:03:42.528206: INFO:  adaptation weights: density 0 local CoP 0 criteria 1
2022-Jul-25 20:03:42.529208: INFO:  potential ranges 62.9376 1e+10, 396.929 1.00046e+10, selection 0.483761 selection_type 2, max_weighted 2.98405e-05 pos10489 potential 146.031 33511.5 weight 2.98405e-05
2022-Jul-25 20:03:42.531206: INFO:  potential ranges 63.089 1e+10, 397.887 1.00046e+10, selection 0.818136 selection_type 2, max_weighted 2.71099e-05 pos10664 potential 200.833 36886.8 weight 2.71099e-05
2022-Jul-25 20:03:42.533668: INFO:  potential ranges 63.1862 1e+10, 398.524 1.00046e+10, selection 0.925626 selection_type 2, max_weighted 2.63341e-05 pos10981 potential 202.171 37973.6 weight 2.63341e-05
2022-Jul-25 20:03:42.535674: INFO:  potential ranges 63.3164 1e+10, 399.859 1.00046e+10, selection 0.386662 selection_type 2, max_weighted 2.58706e-05 pos10835 potential 314.891 38653.8 weight 2.58706e-05
2022-Jul-25 20:03:42.539263: INFO:  potential ranges 63.4076 1e+10, 400.504 1.00046e+10, selection 0.101656 selection_type 2, max_weighted 2.55034e-05 pos10957 potential 265.246 39210.4 weight 2.55034e-05
2022-Jul-25 20:03:42.541271: INFO:  potential ranges 63.5168 1e+10, 401.308 1.00046e+10, selection 0.390744 selection_type 2, max_weighted 2.54867e-05 pos10411 potential 229.954 39236.1 weight 2.54867e-05
2022-Jul-25 20:03:42.544279: INFO:  potential ranges 63.6225 1e+10, 401.939 1.00046e+10, selection 0.862805 selection_type 2, max_weighted 2.51873e-05 pos10740 potential 257.531 39702.5 weight 2.51873e-05
2022-Jul-25 20:03:42.548111: INFO:  potential ranges 63.7758 1e+10, 402.85 1.00046e+10, selection 0.995357 selection_type 2, max_weighted 2.50494e-05 pos10416 potential 222.928 39921.1 weight 2.50494e-05
2022-Jul-25 20:03:42.550970: INFO:  potential ranges 63.9239 1e+10, 403.913 1.00046e+10, selection 0.952735 selection_type 2, max_weighted 2.43301e-05 pos10376 potential 420.458 41101.4 weight 2.43301e-05
2022-Jul-25 20:03:42.553089: INFO:  potential ranges 64.0338 1e+10, 404.687 1.00046e+10, selection 0.132191 selection_type 2, max_weighted 2.41241e-05 pos10617 potential 271.289 41452.3 weight 2.41241e-05
2022-Jul-25 20:03:42.556265: INFO:  potential ranges 64.1819 1e+10, 405.29 1.00046e+10, selection 0.0560733 selection_type 2, max_weighted 2.3672e-05 pos10292 potential 254.895 42244 weight 2.3672e-05
2022-Jul-25 20:03:42.558265: INFO:  potential ranges 64.3316 1e+10, 406.167 1.00046e+10, selection 0.517267 selection_type 2, max_weighted 2.3304e-05 pos10789 potential 599.109 42911.1 weight 2.3304e-05
2022-Jul-25 20:03:42.560264: INFO:  potential ranges 64.4781 1e+10, 407.162 1.00046e+10, selection 0.850776 selection_type 2, max_weighted 2.31229e-05 pos10357 potential 862.723 43247.2 weight 2.31229e-05
2022-Jul-25 20:03:42.563264: INFO:  potential ranges 64.5589 1e+10, 407.858 1.00046e+10, selection 0.024774 selection_type 2, max_weighted 2.28118e-05 pos6385 potential 170.233 43836.9 weight 2.28118e-05
2022-Jul-25 20:03:42.565345: INFO:  potential ranges 64.6842 1e+10, 409.388 1.00046e+10, selection 0.403085 selection_type 2, max_weighted 2.27562e-05 pos10647 potential 240.675 43944.1 weight 2.27562e-05
2022-Jul-25 20:03:42.568264: INFO:  potential ranges 64.7827 1e+10, 410.593 1.00046e+10, selection 0.661743 selection_type 2, max_weighted 2.26741e-05 pos10867 potential 330.49 44103.1 weight 2.26741e-05
2022-Jul-25 20:36:31.822031: INFO:  
2022-Jul-25 20:36:31.822774: INFO:  ***** Iteration 10: Building MOP *****
2022-Jul-25 20:36:31.823702: INFO:  Design history: ranges Input 0 0.0500142 0.5
2022-Jul-25 20:36:31.823702: INFO:  Design history: ranges Input 1 0.0500177 0.5
2022-Jul-25 20:36:31.825078: INFO:  Design history: ranges Input 2 1.00024 1.99679
2022-Jul-25 20:36:31.825078: INFO:  Design history: ranges Input 3 0.00500574 0.0498558
2022-Jul-25 20:36:31.826076: INFO:  Design history: Inputs 300 4
2022-Jul-25 20:36:31.827078: INFO:  Design history: Responses 300 3
2022-Jul-25 20:36:31.832213: INFO:  Max. responses in parallel: 3
2022-Jul-25 20:36:31.832527: INFO:  Build MOP for response Results.Irradiance_29.Area.RMS_contrast.value with 300 designs
2022-Jul-25 20:36:31.833534: INFO: Build subspaces for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 20:36:31.834534: INFO:  Build MOP for response Results.Irradiance_29.Area.Flux.value with 300 designs
2022-Jul-25 20:36:31.834534: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value
2022-Jul-25 20:36:31.835533: INFO:  Build MOP for response Total_Pattern with 300 designs
2022-Jul-25 20:36:31.836533: INFO: Build subspaces for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 20:36:31.837534: INFO: Build subspaces for response Total_Pattern
2022-Jul-25 20:36:31.838109: INFO: Start metamodel evaluation for response Results.Irradiance_29.Area.Flux.value
2022-Jul-25 20:36:31.838109: INFO: Start metamodel evaluation for response Total_Pattern
2022-Jul-25 20:36:31.841286: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (no mixed terms)                4               5                 0.828         0.824
2022-Jul-25 20:36:31.843693: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 1 (with mixed terms)              4              11                 0.909         0.901
2022-Jul-25 20:36:31.845796: INFO: Total_Pattern       Linear Regression of order 1 (no mixed terms)                4               5                 0.502         0.479
2022-Jul-25 20:36:31.846927: INFO: Results.Irradiance_29.Area.RMS_contrast.value Linear Regression of order 2 (with mixed terms)              4              15                 0.962         0.959
2022-Jul-25 20:36:31.848463: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (no mixed terms)                4               5                 0.690         0.679
2022-Jul-25 20:36:31.848463: INFO: Total_Pattern       Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.999         0.999
2022-Jul-25 20:36:31.849759: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.786         0.778
2022-Jul-25 20:36:31.850870: INFO: Total_Pattern       Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.996         0.995
2022-Jul-25 20:36:31.851289: INFO: Results.Irradiance_29.Area.Flux.value Linear Regression of order 2 (no mixed terms, BoxCox)        4               9                 0.936         0.933
2022-Jul-25 20:36:31.919204: INFO: Finished metamodel evaluation for response Total_Pattern - Collecting results
2022-Jul-25 20:36:32.894214: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 1 (exponential weight)         4               5                 0.993         0.977
2022-Jul-25 20:36:32.924773: INFO: Results.Irradiance_29.Area.RMS_contrast.value Moving Least Squares of order 2 (exponential weight)         4               9                 0.995         0.985
2022-Jul-25 20:36:33.343328: INFO: Results.Irradiance_29.Area.RMS_contrast.value Kriging (isotropic kernel)                                   4               1                 0.999         0.991
2022-Jul-25 20:36:33.465747: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.956         0.932
2022-Jul-25 20:36:33.502989: INFO: Results.Irradiance_29.Area.Flux.value Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.955         0.946
2022-Jul-25 20:36:33.682119: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.RMS_contrast.value - Collecting results
2022-Jul-25 20:36:34.093247: INFO: Results.Irradiance_29.Area.Flux.value Kriging (isotropic kernel, BoxCox)                           4               1                 0.959         0.946
2022-Jul-25 20:36:34.407379: INFO: Finished metamodel evaluation for response Results.Irradiance_29.Area.Flux.value - Collecting results
2022-Jul-25 20:36:34.452541: INFO:  Active response subspace 1111
2022-Jul-25 20:36:34.453541: INFO:  MOP Criteria 300 2
2022-Jul-25 20:36:34.454678: INFO:  Criteria functors 2
2022-Jul-25 20:36:34.455784: INFO:  Active criteria subspace 1111
2022-Jul-25 20:36:34.456776: INFO:  
2022-Jul-25 20:36:34.457775: INFO:  ***** Iteration 10: MOP results *****
2022-Jul-25 20:36:34.458776: INFO:    Results.Irradiance_29.Area.RMS_contrast.value   Kriging (isotropic kernel)                                CoP 0.990976 sampleCoP 0.716701
2022-Jul-25 20:36:34.459781: INFO:    Results.Irradiance_29.Area.Flux.value           Kriging (isotropic kernel, BoxCox)                        CoP 0.946425 sampleCoP 0
2022-Jul-25 20:36:34.460782: INFO:    Total_Pattern                                   Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.998774 sampleCoP 0.92582
