2023-Aug-22 17:37:52.153617: INFO: Initializing algorithm
2023-Aug-22 17:37:52.155619: INFO:  
2023-Aug-22 17:37:52.156622: INFO:  ***** Initialize *****
2023-Aug-22 17:37:52.157619: INFO:  ***** AMOP settings *****
2023-Aug-22 17:37:52.158617: INFO:  Number of inputs 3, objectives 0, constraints 2
2023-Aug-22 17:37:52.159630: INFO:  Number of maximum designs 200, designs init 68, designs adapt 66
2023-Aug-22 17:37:52.159630: INFO:  Use start designs only 0
2023-Aug-22 17:37:52.160629: INFO:  Number of maximum iterations 3, stagnation iterations 3
2023-Aug-22 17:37:52.161633: INFO:  Init Sampling SLHS 1, ALHS 0
2023-Aug-22 17:37:52.162629: INFO:  Global refinement: Adapt Sampling SLHS 1, ALHS 0
2023-Aug-22 17:37:52.163630: INFO:  Target CoP 0.9
2023-Aug-22 17:37:52.164632: INFO:  Consider incomplete designs 1, failed designs 0
2023-Aug-22 17:37:52.165630: INFO:  ***** MOP settings *****
2023-Aug-22 17:37:52.166629: INFO:  Testing type: cross validation 1 Leave-one-out 0
2023-Aug-22 17:37:52.167634: INFO:  CoP tolerance model 0.01 variable 0.01
2023-Aug-22 17:37:52.167634: INFO:  Uniform resampling for single CoPs 0
2023-Aug-22 17:37:52.168630: INFO:  Smoothing 1 interpolation 0
2023-Aug-22 17:37:52.169630: INFO:  Use BoxCox 1
2023-Aug-22 17:37:52.170632: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2023-Aug-22 17:37:52.171630: INFO:  Use MLS        1 coefficient factor 8 max order 2
2023-Aug-22 17:37:52.171630: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2023-Aug-22 17:37:52.172633: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2023-Aug-22 17:37:52.173631: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2023-Aug-22 17:37:52.174737: INFO:  ***** Start designs *****
2023-Aug-22 17:37:52.175733: INFO:  Number of available start designs: 0
2023-Aug-22 17:37:52.175733: INFO:  Use initial sampling
2023-Aug-22 17:37:52.478247: INFO:  
2023-Aug-22 17:37:52.479245: INFO:  ***** Iteration 1: Global Sampling *****
2023-Aug-22 17:37:52.479245: INFO:  Considering 0 previous designs
2023-Aug-22 17:37:52.479245: INFO:  Number of new designs 68
2023-Aug-23 03:17:36.223375: INFO:  
2023-Aug-23 03:17:36.226375: INFO:  ***** Iteration 1: Building MOP *****
2023-Aug-23 03:17:36.228374: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-23 03:17:36.230375: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-23 03:17:36.233375: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-23 03:17:36.235376: INFO:  Design history: Inputs 68 3
2023-Aug-23 03:17:36.237375: INFO:  Design history: Responses 68 1
2023-Aug-23 03:17:36.240375: INFO:  Minimum designs per response : 59
2023-Aug-23 03:17:36.243375: INFO:  Max. responses in parallel: 1
2023-Aug-23 03:17:36.245378: INFO:  Build MOP for response Detection_value with 59 designs
2023-Aug-23 03:17:36.247376: INFO: Build subspaces for response Detection_value
2023-Aug-23 03:17:36.266375: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-23 03:17:36.281375: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                1               2                 0.043         0.006
2023-Aug-23 03:17:36.283377: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              1               2                 0.043         0.006
2023-Aug-23 03:17:36.286376: INFO: Detection_value     Linear Regression of order 2 (no mixed terms)                1               3                 0.085         0.039
2023-Aug-23 03:17:36.507471: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         1               2                 0.067         0.024
2023-Aug-23 03:17:36.510472: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         1               3                 0.089         0.037
2023-Aug-23 03:17:36.529997: INFO: Detection_value     Kriging (isotropic kernel)                                   3               1                 1.000         0.032
2023-Aug-23 03:17:36.532998: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-23 03:17:36.535999: INFO:  Active response subspace 111
2023-Aug-23 03:17:36.538999: INFO:  
2023-Aug-23 03:17:36.540999: INFO:  ***** Iteration 1: MOP results *****
2023-Aug-23 03:17:36.542999: INFO:    Detection_value   Linear Regression of order 2 (no mixed terms)   CoP 0.0388031 sampleCoP 0
2023-Aug-23 03:17:36.745079: INFO:  
2023-Aug-23 03:17:36.748075: INFO:  ***** Iteration 2: Global Sampling *****
2023-Aug-23 03:17:36.750076: INFO:  Considering 59 previous designs
2023-Aug-23 03:17:36.752075: INFO:  Number of new designs 66
2023-Aug-23 10:56:06.778895: INFO:  
2023-Aug-23 10:56:06.780894: INFO:  ***** Iteration 2: Building MOP *****
2023-Aug-23 10:56:06.782894: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-23 10:56:06.784894: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-23 10:56:06.787898: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-23 10:56:06.789895: INFO:  Design history: Inputs 134 3
2023-Aug-23 10:56:06.792893: INFO:  Design history: Responses 134 1
2023-Aug-23 10:56:06.793795: INFO:  Minimum designs per response : 124
2023-Aug-23 10:56:06.793795: INFO:  Max. responses in parallel: 1
2023-Aug-23 10:56:06.793795: INFO:  Build MOP for response Detection_value with 124 designs
2023-Aug-23 10:56:06.793795: INFO: Build subspaces for response Detection_value
2023-Aug-23 10:56:06.836840: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-23 10:56:06.856684: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                2               3                 0.105         0.085
2023-Aug-23 10:56:06.872324: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              2               4                 0.126         0.096
2023-Aug-23 10:56:06.872324: INFO: Detection_value     Linear Regression of order 2 (with mixed terms)              2               6                 0.192         0.158
2023-Aug-23 10:56:07.780460: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         2               3                 0.171         0.133
2023-Aug-23 10:56:07.907273: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         2               5                 0.186         0.152
2023-Aug-23 10:56:08.017955: INFO: Detection_value     Kriging (isotropic kernel)                                   2               1                 0.214         0.148
2023-Aug-23 10:56:08.017955: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-23 10:56:08.033599: INFO:  Active response subspace 111
2023-Aug-23 10:56:08.033599: INFO:  
2023-Aug-23 10:56:08.043116: INFO:  ***** Iteration 2: MOP results *****
2023-Aug-23 10:56:08.043116: INFO:    Detection_value   Linear Regression of order 2 (with mixed terms)   CoP 0.157826 sampleCoP 0
2023-Aug-23 10:56:08.335925: INFO:  
2023-Aug-23 10:56:08.351567: INFO:  ***** Iteration 3: Global Sampling *****
2023-Aug-23 10:56:08.355581: INFO:  Considering 124 previous designs
2023-Aug-23 10:56:08.355581: INFO:  Number of new designs 66
2023-Aug-23 17:40:52.865435: INFO: Initializing algorithm
2023-Aug-23 17:40:52.870449: INFO:  
2023-Aug-23 17:40:52.873448: INFO:  ***** Initialize *****
2023-Aug-23 17:40:52.876449: INFO:  ***** AMOP settings *****
2023-Aug-23 17:40:52.879449: INFO:  Number of inputs 3, objectives 0, constraints 2
2023-Aug-23 17:40:52.883451: INFO:  Number of maximum designs 200, designs init 68, designs adapt 66
2023-Aug-23 17:40:52.885978: INFO:  Use start designs only 0
2023-Aug-23 17:40:52.888976: INFO:  Number of maximum iterations 3, stagnation iterations 3
2023-Aug-23 17:40:52.890977: INFO:  Init Sampling SLHS 1, ALHS 0
2023-Aug-23 17:40:52.893978: INFO:  Global refinement: Adapt Sampling SLHS 1, ALHS 0
2023-Aug-23 17:40:52.895977: INFO:  Target CoP 0.9
2023-Aug-23 17:40:52.897980: INFO:  Consider incomplete designs 1, failed designs 0
2023-Aug-23 17:40:52.899978: INFO:  ***** MOP settings *****
2023-Aug-23 17:40:52.903990: INFO:  Testing type: cross validation 1 Leave-one-out 0
2023-Aug-23 17:40:52.906991: INFO:  CoP tolerance model 0.01 variable 0.01
2023-Aug-23 17:40:52.909991: INFO:  Uniform resampling for single CoPs 0
2023-Aug-23 17:40:52.911991: INFO:  Smoothing 1 interpolation 0
2023-Aug-23 17:40:52.913991: INFO:  Use BoxCox 1
2023-Aug-23 17:40:52.916506: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2023-Aug-23 17:40:52.918520: INFO:  Use MLS        1 coefficient factor 8 max order 2
2023-Aug-23 17:40:52.921520: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2023-Aug-23 17:40:52.924531: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2023-Aug-23 17:40:52.928533: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2023-Aug-23 17:40:52.931535: INFO:  ***** Start designs *****
2023-Aug-23 17:40:52.934533: INFO:  Number of available start designs: 0
2023-Aug-23 17:40:52.938066: INFO:  Use initial sampling
2023-Aug-23 17:40:53.656237: INFO:  
2023-Aug-23 17:40:53.659236: INFO:  ***** Iteration 1: Global Sampling *****
2023-Aug-23 17:40:53.663239: INFO:  Considering 0 previous designs
2023-Aug-23 17:40:53.666752: INFO:  Number of new designs 68
2023-Aug-23 17:40:53.905655: INFO:  
2023-Aug-23 17:40:53.909656: INFO:  ***** Iteration 1: Building MOP *****
2023-Aug-23 17:40:53.912656: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-23 17:40:53.914655: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-23 17:40:53.919169: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-23 17:40:53.920170: INFO:  Design history: Inputs 68 3
2023-Aug-23 17:40:53.922170: INFO:  Design history: Responses 68 1
2023-Aug-23 17:40:53.924180: INFO:  Minimum designs per response : 59
2023-Aug-23 17:40:53.926179: INFO:  Max. responses in parallel: 1
2023-Aug-23 17:40:53.927179: INFO:  Build MOP for response Detection_value with 59 designs
2023-Aug-23 17:40:53.931181: INFO: Build subspaces for response Detection_value
2023-Aug-23 17:40:53.960240: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-23 17:40:53.973250: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                1               2                 0.043         0.006
2023-Aug-23 17:40:53.974249: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              1               2                 0.043         0.006
2023-Aug-23 17:40:53.976251: INFO: Detection_value     Linear Regression of order 2 (no mixed terms)                1               3                 0.085         0.039
2023-Aug-23 17:40:54.227633: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         1               2                 0.067         0.024
2023-Aug-23 17:40:54.231159: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         1               3                 0.089         0.037
2023-Aug-23 17:40:54.271227: INFO: Detection_value     Kriging (isotropic kernel)                                   3               1                 1.000         0.032
2023-Aug-23 17:40:54.273229: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-23 17:40:54.276227: INFO:  Active response subspace 111
2023-Aug-23 17:40:54.279240: INFO:  
2023-Aug-23 17:40:54.282239: INFO:  ***** Iteration 1: MOP results *****
2023-Aug-23 17:40:54.285239: INFO:    Detection_value   Linear Regression of order 2 (no mixed terms)   CoP 0.0388031 sampleCoP 0
2023-Aug-23 17:40:54.512635: INFO:  
2023-Aug-23 17:40:54.515637: INFO:  ***** Iteration 2: Global Sampling *****
2023-Aug-23 17:40:54.518636: INFO:  Considering 59 previous designs
2023-Aug-23 17:40:54.521636: INFO:  Number of new designs 66
2023-Aug-23 17:40:54.763548: INFO:  
2023-Aug-23 17:40:54.766547: INFO:  ***** Iteration 2: Building MOP *****
2023-Aug-23 17:40:54.769547: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-23 17:40:54.771545: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-23 17:40:54.774549: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-23 17:40:54.776564: INFO:  Design history: Inputs 134 3
2023-Aug-23 17:40:54.779561: INFO:  Design history: Responses 134 1
2023-Aug-23 17:40:54.782561: INFO:  Minimum designs per response : 124
2023-Aug-23 17:40:54.785562: INFO:  Max. responses in parallel: 1
2023-Aug-23 17:40:54.788561: INFO:  Build MOP for response Detection_value with 124 designs
2023-Aug-23 17:40:54.791074: INFO: Build subspaces for response Detection_value
2023-Aug-23 17:40:54.827644: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-23 17:40:54.878717: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                2               3                 0.105         0.085
2023-Aug-23 17:40:54.881718: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              2               4                 0.126         0.096
2023-Aug-23 17:40:54.885231: INFO: Detection_value     Linear Regression of order 2 (with mixed terms)              2               6                 0.192         0.158
2023-Aug-23 17:40:55.792545: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         2               3                 0.171         0.133
2023-Aug-23 17:40:55.966344: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         2               5                 0.186         0.152
2023-Aug-23 17:40:56.093496: INFO: Detection_value     Kriging (isotropic kernel)                                   2               1                 0.214         0.148
2023-Aug-23 17:40:56.102496: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-23 17:40:56.108026: INFO:  Active response subspace 111
2023-Aug-23 17:40:56.111026: INFO:  
2023-Aug-23 17:40:56.114025: INFO:  ***** Iteration 2: MOP results *****
2023-Aug-23 17:40:56.117027: INFO:    Detection_value   Linear Regression of order 2 (with mixed terms)   CoP 0.157826 sampleCoP 0
2023-Aug-23 17:40:56.399473: INFO:  
2023-Aug-23 17:40:56.401488: INFO:  ***** Iteration 3: Global Sampling *****
2023-Aug-23 17:40:56.404489: INFO:  Considering 124 previous designs
2023-Aug-23 17:40:56.406487: INFO:  Number of new designs 66
2023-Aug-23 21:56:34.497658: INFO:  
2023-Aug-23 21:56:34.499658: INFO:  ***** Iteration 3: Building MOP *****
2023-Aug-23 21:56:34.500658: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-23 21:56:34.502659: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-23 21:56:34.504658: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-23 21:56:34.506660: INFO:  Design history: Inputs 200 3
2023-Aug-23 21:56:34.509658: INFO:  Design history: Responses 200 1
2023-Aug-23 21:56:34.511660: INFO:  Minimum designs per response : 189
2023-Aug-23 21:56:34.515660: INFO:  Max. responses in parallel: 1
2023-Aug-23 21:56:34.517660: INFO:  Build MOP for response Detection_value with 189 designs
2023-Aug-23 21:56:34.519658: INFO: Build subspaces for response Detection_value
2023-Aug-23 21:56:34.570199: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-23 21:56:34.666742: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                2               3                 0.091         0.073
2023-Aug-23 21:56:34.670743: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              2               4                 0.111         0.074
2023-Aug-23 21:56:34.674743: INFO: Detection_value     Linear Regression of order 2 (with mixed terms)              2               6                 0.170         0.130
2023-Aug-23 21:56:36.562485: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         2               3                 0.149         0.110
2023-Aug-23 21:56:36.571011: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         2               5                 0.153         0.125
2023-Aug-23 21:56:36.762564: INFO: Detection_value     Kriging (isotropic kernel)                                   3               1                 0.259         0.129
2023-Aug-23 21:56:36.774090: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-23 21:56:36.782091: INFO:  Active response subspace 111
2023-Aug-23 21:56:36.785092: INFO:  
2023-Aug-23 21:56:36.788092: INFO:  ***** Iteration 3: MOP results *****
2023-Aug-23 21:56:36.790090: INFO:    Detection_value   Linear Regression of order 2 (with mixed terms)   CoP 0.129658 sampleCoP 0
2023-Aug-25 13:48:08.967956: INFO: Initializing algorithm
2023-Aug-25 13:48:08.974952: INFO:  
2023-Aug-25 13:48:08.978490: INFO:  ***** Initialize *****
2023-Aug-25 13:48:08.981485: INFO:  ***** AMOP settings *****
2023-Aug-25 13:48:08.983488: INFO:  Number of inputs 3, objectives 0, constraints 2
2023-Aug-25 13:48:08.986490: INFO:  Number of maximum designs 200, designs init 68, designs adapt 66
2023-Aug-25 13:48:08.988488: INFO:  Use start designs only 0
2023-Aug-25 13:48:08.990484: INFO:  Number of maximum iterations 3, stagnation iterations 3
2023-Aug-25 13:48:08.993484: INFO:  Init Sampling SLHS 1, ALHS 0
2023-Aug-25 13:48:08.996499: INFO:  Global refinement: Adapt Sampling SLHS 1, ALHS 0
2023-Aug-25 13:48:08.998497: INFO:  Target CoP 0.9
2023-Aug-25 13:48:09.001500: INFO:  Consider incomplete designs 1, failed designs 0
2023-Aug-25 13:48:09.002499: INFO:  ***** MOP settings *****
2023-Aug-25 13:48:09.003498: INFO:  Testing type: cross validation 1 Leave-one-out 0
2023-Aug-25 13:48:09.005499: INFO:  CoP tolerance model 0.01 variable 0.01
2023-Aug-25 13:48:09.009008: INFO:  Uniform resampling for single CoPs 0
2023-Aug-25 13:48:09.012017: INFO:  Smoothing 1 interpolation 0
2023-Aug-25 13:48:09.014019: INFO:  Use BoxCox 1
2023-Aug-25 13:48:09.017021: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2023-Aug-25 13:48:09.020017: INFO:  Use MLS        1 coefficient factor 8 max order 2
2023-Aug-25 13:48:09.022019: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2023-Aug-25 13:48:09.025026: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2023-Aug-25 13:48:09.028029: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2023-Aug-25 13:48:09.030031: INFO:  ***** Start designs *****
2023-Aug-25 13:48:09.033026: INFO:  Number of available start designs: 0
2023-Aug-25 13:48:09.036031: INFO:  Use initial sampling
2023-Aug-25 13:48:09.673424: INFO:  
2023-Aug-25 13:48:09.676424: INFO:  ***** Iteration 1: Global Sampling *****
2023-Aug-25 13:48:09.679420: INFO:  Considering 0 previous designs
2023-Aug-25 13:48:09.682431: INFO:  Number of new designs 68
2023-Aug-25 20:42:43.891403: INFO:  
2023-Aug-25 20:42:43.894417: INFO:  ***** Iteration 1: Building MOP *****
2023-Aug-25 20:42:43.897416: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-25 20:42:43.900415: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-25 20:42:43.903416: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-25 20:42:43.905416: INFO:  Design history: Inputs 68 3
2023-Aug-25 20:42:43.906930: INFO:  Design history: Responses 68 1
2023-Aug-25 20:42:43.908946: INFO:  Minimum designs per response : 59
2023-Aug-25 20:42:43.910946: INFO:  Max. responses in parallel: 1
2023-Aug-25 20:42:43.911945: INFO:  Build MOP for response Detection_value with 59 designs
2023-Aug-25 20:42:43.913944: INFO: Build subspaces for response Detection_value
2023-Aug-25 20:42:43.942945: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-25 20:42:43.955944: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                1               2                 0.198         0.190
2023-Aug-25 20:42:43.958946: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              1               2                 0.198         0.190
2023-Aug-25 20:42:43.959944: INFO: Detection_value     Linear Regression of order 2 (with mixed terms, BoxCox)      3               7                 0.410         0.309
2023-Aug-25 20:42:44.213576: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         2               3                 0.402         0.284
2023-Aug-25 20:42:44.217575: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         2               5                 0.366         0.289
2023-Aug-25 20:42:44.238578: INFO: Detection_value     Kriging (isotropic kernel)                                   2               1                 0.524         0.283
2023-Aug-25 20:42:44.247576: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-25 20:42:44.250575: INFO:  Active response subspace 111
2023-Aug-25 20:42:44.252577: INFO:  
2023-Aug-25 20:42:44.255576: INFO:  ***** Iteration 1: MOP results *****
2023-Aug-25 20:42:44.257575: INFO:    Detection_value   Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.308745 sampleCoP 0
2023-Aug-25 20:42:44.458658: INFO:  
2023-Aug-25 20:42:44.460659: INFO:  ***** Iteration 2: Global Sampling *****
2023-Aug-25 20:42:44.463660: INFO:  Considering 59 previous designs
2023-Aug-25 20:42:44.465659: INFO:  Number of new designs 66
2023-Aug-26 04:18:15.589859: INFO:  
2023-Aug-26 04:18:15.592861: INFO:  ***** Iteration 2: Building MOP *****
2023-Aug-26 04:18:15.595859: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-26 04:18:15.598867: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-26 04:18:15.601859: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-26 04:18:15.604859: INFO:  Design history: Inputs 134 3
2023-Aug-26 04:18:15.606860: INFO:  Design history: Responses 134 1
2023-Aug-26 04:18:15.609860: INFO:  Minimum designs per response : 124
2023-Aug-26 04:18:15.614861: INFO:  Max. responses in parallel: 1
2023-Aug-26 04:18:15.616862: INFO:  Build MOP for response Detection_value with 124 designs
2023-Aug-26 04:18:15.618862: INFO: Build subspaces for response Detection_value
2023-Aug-26 04:18:15.655855: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-26 04:18:15.686864: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                2               3                 0.291         0.284
2023-Aug-26 04:18:15.690380: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              2               4                 0.312         0.306
2023-Aug-26 04:18:15.694382: INFO: Detection_value     Linear Regression of order 2 (with mixed terms, BoxCox)      2               6                 0.506         0.485
2023-Aug-26 04:18:16.768780: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         2               3                 0.510         0.467
2023-Aug-26 04:18:16.779797: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         2               5                 0.507         0.477
2023-Aug-26 04:18:16.933852: INFO: Detection_value     Kriging (isotropic kernel)                                   2               1                 0.542         0.479
2023-Aug-26 04:18:16.955848: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-26 04:18:16.962848: INFO:  Active response subspace 111
2023-Aug-26 04:18:16.965855: INFO:  
2023-Aug-26 04:18:16.968847: INFO:  ***** Iteration 2: MOP results *****
2023-Aug-26 04:18:16.971848: INFO:    Detection_value   Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.48483 sampleCoP 0
2023-Aug-26 04:18:17.251462: INFO:  
2023-Aug-26 04:18:17.254460: INFO:  ***** Iteration 3: Global Sampling *****
2023-Aug-26 04:18:17.256460: INFO:  Considering 124 previous designs
2023-Aug-26 04:18:17.259461: INFO:  Number of new designs 66
2023-Aug-26 12:00:10.481104: INFO:  
2023-Aug-26 12:00:10.485107: INFO:  ***** Iteration 3: Building MOP *****
2023-Aug-26 12:00:10.488104: INFO:  Design history: ranges Input 0 944.853 1595.15
2023-Aug-26 12:00:10.489099: INFO:  Design history: ranges Input 1 65.0735 74.9265
2023-Aug-26 12:00:10.491099: INFO:  Design history: ranges Input 2 0.698529 94.3015
2023-Aug-26 12:00:10.492101: INFO:  Design history: Inputs 200 3
2023-Aug-26 12:00:10.494099: INFO:  Design history: Responses 200 1
2023-Aug-26 12:00:10.496099: INFO:  Minimum designs per response : 190
2023-Aug-26 12:00:10.499108: INFO:  Max. responses in parallel: 1
2023-Aug-26 12:00:10.501108: INFO:  Build MOP for response Detection_value with 190 designs
2023-Aug-26 12:00:10.502108: INFO: Build subspaces for response Detection_value
2023-Aug-26 12:00:10.531639: INFO: Start metamodel evaluation for response Detection_value
2023-Aug-26 12:00:10.630175: INFO: Detection_value     Linear Regression of order 1 (no mixed terms)                2               3                 0.230         0.221
2023-Aug-26 12:00:10.633177: INFO: Detection_value     Linear Regression of order 1 (with mixed terms)              2               4                 0.246         0.236
2023-Aug-26 12:00:10.637174: INFO: Detection_value     Linear Regression of order 2 (with mixed terms)              2               6                 0.398         0.382
2023-Aug-26 12:00:12.605451: INFO: Detection_value     Moving Least Squares of order 1 (exponential weight)         2               3                 0.403         0.366
2023-Aug-26 12:00:12.624978: INFO: Detection_value     Moving Least Squares of order 2 (exponential weight)         2               5                 0.392         0.375
2023-Aug-26 12:00:12.818056: INFO: Detection_value     Kriging (isotropic kernel)                                   2               1                 0.424         0.379
2023-Aug-26 12:00:12.830057: INFO: Finished metamodel evaluation for response Detection_value - Collecting results
2023-Aug-26 12:00:12.837056: INFO:  Active response subspace 111
2023-Aug-26 12:00:12.841059: INFO:  
2023-Aug-26 12:00:12.843057: INFO:  ***** Iteration 3: MOP results *****
2023-Aug-26 12:00:12.846058: INFO:    Detection_value   Linear Regression of order 2 (with mixed terms)   CoP 0.382276 sampleCoP 0
