2023-Oct-20 11:18:54.409670: INFO: Initializing algorithm
2023-Oct-20 11:18:54.410666: INFO:  
2023-Oct-20 11:18:54.411662: INFO:  ***** Initialize *****
2023-Oct-20 11:18:54.411662: INFO:  ***** AMOP settings *****
2023-Oct-20 11:18:54.412657: INFO:  Number of inputs 6, objectives 3, constraints 1
2023-Oct-20 11:18:54.412657: INFO:  Number of maximum designs 300, designs init 100, designs adapt 100
2023-Oct-20 11:18:54.412657: INFO:  Use start designs only 0
2023-Oct-20 11:18:54.412657: INFO:  Number of maximum iterations 3, stagnation iterations 3
2023-Oct-20 11:18:54.413653: INFO:  Init Sampling SLHS 0, ALHS 1
2023-Oct-20 11:18:54.413653: INFO:  Global refinement: Adapt Sampling SLHS 0, ALHS 1
2023-Oct-20 11:18:54.414648: INFO:  Target CoP 0.9
2023-Oct-20 11:18:54.414648: INFO:  Consider incomplete designs 1, failed designs 0
2023-Oct-20 11:18:54.414648: INFO:  ***** MOP settings *****
2023-Oct-20 11:18:54.415644: INFO:  Testing type: cross validation 1 Leave-one-out 0
2023-Oct-20 11:18:54.415644: INFO:  CoP tolerance model 0.01 variable 0.01
2023-Oct-20 11:18:54.415644: INFO:  Uniform resampling for single CoPs 0
2023-Oct-20 11:18:54.415644: INFO:  Smoothing 1 interpolation 0
2023-Oct-20 11:18:54.416640: INFO:  Use BoxCox 1
2023-Oct-20 11:18:54.416640: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2023-Oct-20 11:18:54.416640: INFO:  Use MLS        1 coefficient factor 8 max order 2
2023-Oct-20 11:18:54.417635: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2023-Oct-20 11:18:54.417635: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2023-Oct-20 11:18:54.417635: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2023-Oct-20 11:18:54.418632: INFO:  ***** Start designs *****
2023-Oct-20 11:18:54.418632: INFO:  Number of available start designs: 0
2023-Oct-20 11:18:54.418632: INFO:  Use initial sampling
2023-Oct-20 11:18:54.428587: INFO:  
2023-Oct-20 11:18:54.428587: INFO:  ***** Iteration 1: Global Sampling *****
2023-Oct-20 11:18:54.428587: INFO:  Considering 0 previous designs
2023-Oct-20 11:18:54.429583: INFO:  Number of new designs 100
2023-Oct-20 11:21:24.698739: INFO: Initializing algorithm
2023-Oct-20 11:21:24.699735: INFO:  
2023-Oct-20 11:21:24.700730: INFO:  ***** Initialize *****
2023-Oct-20 11:21:24.700730: INFO:  ***** AMOP settings *****
2023-Oct-20 11:21:24.700730: INFO:  Number of inputs 6, objectives 3, constraints 1
2023-Oct-20 11:21:24.700730: INFO:  Number of maximum designs 300, designs init 100, designs adapt 100
2023-Oct-20 11:21:24.701726: INFO:  Use start designs only 0
2023-Oct-20 11:21:24.701726: INFO:  Number of maximum iterations 3, stagnation iterations 3
2023-Oct-20 11:21:24.701726: INFO:  Init Sampling SLHS 0, ALHS 1
2023-Oct-20 11:21:24.702722: INFO:  Global refinement: Adapt Sampling SLHS 0, ALHS 1
2023-Oct-20 11:21:24.702722: INFO:  Target CoP 0.9
2023-Oct-20 11:21:24.702722: INFO:  Consider incomplete designs 1, failed designs 0
2023-Oct-20 11:21:24.703717: INFO:  ***** MOP settings *****
2023-Oct-20 11:21:24.703717: INFO:  Testing type: cross validation 1 Leave-one-out 0
2023-Oct-20 11:21:24.703717: INFO:  CoP tolerance model 0.01 variable 0.01
2023-Oct-20 11:21:24.703717: INFO:  Uniform resampling for single CoPs 0
2023-Oct-20 11:21:24.704713: INFO:  Smoothing 1 interpolation 0
2023-Oct-20 11:21:24.704713: INFO:  Use BoxCox 1
2023-Oct-20 11:21:24.704713: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2023-Oct-20 11:21:24.705709: INFO:  Use MLS        1 coefficient factor 8 max order 2
2023-Oct-20 11:21:24.705709: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2023-Oct-20 11:21:24.705709: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2023-Oct-20 11:21:24.706705: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2023-Oct-20 11:21:24.706705: INFO:  ***** Start designs *****
2023-Oct-20 11:21:24.706705: INFO:  Number of available start designs: 0
2023-Oct-20 11:21:24.707700: INFO:  Use initial sampling
2023-Oct-20 11:21:24.716661: INFO:  
2023-Oct-20 11:21:24.717656: INFO:  ***** Iteration 1: Global Sampling *****
2023-Oct-20 11:21:24.717656: INFO:  Considering 0 previous designs
2023-Oct-20 11:21:24.717656: INFO:  Number of new designs 100
2023-Oct-20 12:31:51.635153: INFO:  
2023-Oct-20 12:31:51.635153: INFO:  ***** Iteration 1: Building MOP *****
2023-Oct-20 12:31:51.636148: INFO:  Design history: ranges Input 0 1.025e-07 5.975e-07
2023-Oct-20 12:31:51.636148: INFO:  Design history: ranges Input 1 1.025e-07 5.975e-07
2023-Oct-20 12:31:51.636148: INFO:  Design history: ranges Input 2 1.025e-07 5.975e-07
2023-Oct-20 12:31:51.637144: INFO:  Design history: ranges Input 3 1.025e-07 5.975e-07
2023-Oct-20 12:31:51.637144: INFO:  Design history: ranges Input 4 1.025e-07 5.975e-07
2023-Oct-20 12:31:51.637144: INFO:  Design history: ranges Input 5 1.025e-07 5.975e-07
2023-Oct-20 12:31:51.638140: INFO:  Design history: Inputs 100 6
2023-Oct-20 12:31:51.638140: INFO:  Design history: Responses 100 3
2023-Oct-20 12:31:51.638140: INFO:  Minimum designs per response : 73
2023-Oct-20 12:31:51.639135: INFO:  Max. responses in parallel: 3
2023-Oct-20 12:31:51.639135: INFO:  Build MOP for response Uniformity with 73 designs
2023-Oct-20 12:31:51.640131: INFO:  Build MOP for response TotalPower with 73 designs
2023-Oct-20 12:31:51.640131: INFO:  Build MOP for response Contrast with 73 designs
2023-Oct-20 12:31:51.640131: INFO: Build subspaces for response Uniformity
2023-Oct-20 12:31:51.641126: INFO: Build subspaces for response TotalPower
2023-Oct-20 12:31:51.641126: INFO: Build subspaces for response Contrast
2023-Oct-20 12:31:51.649092: INFO: Start metamodel evaluation for response Contrast
2023-Oct-20 12:31:51.650088: INFO: Start metamodel evaluation for response Uniformity
2023-Oct-20 12:31:51.651083: INFO: Start metamodel evaluation for response TotalPower
2023-Oct-20 12:31:51.667014: INFO: Contrast            Linear Regression of order 1 (no mixed terms)                2               3                 0.026         0.014
2023-Oct-20 12:31:51.669005: INFO: Contrast            Linear Regression of order 1 (with mixed terms)              2               4                 0.105         0.034
2023-Oct-20 12:31:51.669005: INFO: Contrast            Linear Regression of order 2 (no mixed terms)                1               3                 0.086         0.000
2023-Oct-20 12:31:51.670996: INFO: TotalPower          Linear Regression of order 1 (no mixed terms)                1               2                 0.261         0.209
2023-Oct-20 12:31:51.671992: INFO: TotalPower          Linear Regression of order 1 (with mixed terms)              2               4                 0.296         0.247
2023-Oct-20 12:31:51.672988: INFO: Uniformity          Linear Regression of order 1 (no mixed terms)                1               2                 0.001         0.000
2023-Oct-20 12:31:51.672988: INFO: TotalPower          Linear Regression of order 2 (with mixed terms)              4              15                 0.329         0.185
2023-Oct-20 12:31:51.673983: INFO: Uniformity          Linear Regression of order 1 (with mixed terms)              1               2                 0.022         0.000
2023-Oct-20 12:31:51.673983: INFO: Uniformity          Linear Regression of order 2 (no mixed terms)                1               3                 0.000         0.000
2023-Oct-20 12:31:52.255427: INFO: TotalPower          Moving Least Squares of order 1 (exponential weight)         1               2                 0.588         0.396
2023-Oct-20 12:31:52.255427: INFO: TotalPower          Moving Least Squares of order 2 (exponential weight)         1               3                 0.580         0.369
2023-Oct-20 12:31:52.287286: INFO: TotalPower          Kriging (isotropic kernel)                                   1               1                 0.647         0.472
2023-Oct-20 12:31:52.290273: INFO: Finished metamodel evaluation for response TotalPower - Collecting results
2023-Oct-20 12:31:52.389836: INFO: Contrast            Moving Least Squares of order 1 (exponential weight)         2               3                 0.049         0.025
2023-Oct-20 12:31:52.389836: INFO: Contrast            Moving Least Squares of order 2 (exponential weight)         1               3                 0.458         0.329
2023-Oct-20 12:31:52.425678: INFO: Contrast            Kriging (isotropic kernel)                                   1               1                 0.099         0.014
2023-Oct-20 12:31:52.427670: INFO: Finished metamodel evaluation for response Contrast - Collecting results
2023-Oct-20 12:31:52.651685: INFO: Uniformity          Moving Least Squares of order 1 (exponential weight, BoxCox) 6               7                 0.000         0.000
2023-Oct-20 12:31:52.656663: INFO: Uniformity          Moving Least Squares of order 2 (exponential weight, BoxCox) 6              13                 0.012         0.000
2023-Oct-20 12:31:52.723370: INFO: Uniformity          Kriging (isotropic kernel, BoxCox)                           6               1                 1.000         0.000
2023-Oct-20 12:31:52.822932: INFO: Finished metamodel evaluation for response Uniformity - Collecting results
2023-Oct-20 12:31:52.825919: INFO:  Active response subspace 111111
2023-Oct-20 12:31:52.825919: INFO:  
2023-Oct-20 12:31:52.825919: INFO:  ***** Iteration 1: MOP results *****
2023-Oct-20 12:31:52.826914: INFO:    Uniformity   Kriging (isotropic kernel, BoxCox)                     CoP 0 sampleCoP 0
2023-Oct-20 12:31:52.826914: INFO:    TotalPower   Kriging (isotropic kernel)                             CoP 0.47188 sampleCoP 0
2023-Oct-20 12:31:52.826914: INFO:    Contrast     Moving Least Squares of order 2 (exponential weight)   CoP 0.328546 sampleCoP 0
2023-Oct-20 12:31:52.843841: INFO:  
2023-Oct-20 12:31:52.843841: INFO:  ***** Iteration 2: Global Sampling *****
2023-Oct-20 12:31:52.844836: INFO:  Considering 73 previous designs
2023-Oct-20 12:31:52.844836: INFO:  Number of new designs 100
2023-Oct-20 14:05:58.169535: INFO:  
2023-Oct-20 14:05:58.170531: INFO:  ***** Iteration 2: Building MOP *****
2023-Oct-20 14:05:58.170531: INFO:  Design history: ranges Input 0 1.025e-07 5.975e-07
2023-Oct-20 14:05:58.170531: INFO:  Design history: ranges Input 1 1.025e-07 5.975e-07
2023-Oct-20 14:05:58.171526: INFO:  Design history: ranges Input 2 1.025e-07 5.975e-07
2023-Oct-20 14:05:58.171526: INFO:  Design history: ranges Input 3 1.025e-07 5.975e-07
2023-Oct-20 14:05:58.171526: INFO:  Design history: ranges Input 4 1.025e-07 5.975e-07
2023-Oct-20 14:05:58.172522: INFO:  Design history: ranges Input 5 1.025e-07 5.975e-07
2023-Oct-20 14:05:58.172522: INFO:  Design history: Inputs 200 6
2023-Oct-20 14:05:58.172522: INFO:  Design history: Responses 200 3
2023-Oct-20 14:05:58.173518: INFO:  Minimum designs per response : 173
2023-Oct-20 14:05:58.176504: INFO:  Max. responses in parallel: 3
2023-Oct-20 14:05:58.176504: INFO:  Build MOP for response Uniformity with 173 designs
2023-Oct-20 14:05:58.177500: INFO:  Build MOP for response TotalPower with 173 designs
2023-Oct-20 14:05:58.177500: INFO: Build subspaces for response Uniformity
2023-Oct-20 14:05:58.178496: INFO: Build subspaces for response TotalPower
2023-Oct-20 14:05:58.178496: INFO:  Build MOP for response Contrast with 173 designs
2023-Oct-20 14:05:58.178496: INFO: Build subspaces for response Contrast
2023-Oct-20 14:05:58.186461: INFO: Start metamodel evaluation for response Uniformity
2023-Oct-20 14:05:58.187456: INFO: Start metamodel evaluation for response Contrast
2023-Oct-20 14:05:58.193430: INFO: Start metamodel evaluation for response TotalPower
2023-Oct-20 14:05:58.250181: INFO: TotalPower          Linear Regression of order 1 (no mixed terms)                2               3                 0.256         0.244
2023-Oct-20 14:05:58.251176: INFO: TotalPower          Linear Regression of order 1 (with mixed terms)              2               4                 0.266         0.247
2023-Oct-20 14:05:58.252172: INFO: TotalPower          Linear Regression of order 2 (no mixed terms)                2               5                 0.254         0.243
2023-Oct-20 14:05:58.256155: INFO: Contrast            Linear Regression of order 1 (no mixed terms)                1               2                 0.016         0.000
2023-Oct-20 14:05:58.257150: INFO: Contrast            Linear Regression of order 1 (with mixed terms)              3               7                 0.071         0.010
2023-Oct-20 14:05:58.257150: INFO: Contrast            Linear Regression of order 2 (no mixed terms)                1               3                 0.010         0.000
2023-Oct-20 14:05:58.261132: INFO: Uniformity          Linear Regression of order 1 (no mixed terms)                1               2                 0.011         0.000
2023-Oct-20 14:05:58.262128: INFO: Uniformity          Linear Regression of order 1 (with mixed terms)              1               2                 0.011         0.000
2023-Oct-20 14:05:58.263124: INFO: Uniformity          Linear Regression of order 2 (no mixed terms)                1               3                 0.014         0.000
2023-Oct-20 14:06:00.245023: INFO: TotalPower          Moving Least Squares of order 1 (exponential weight)         1               2                 0.941         0.798
2023-Oct-20 14:06:00.245023: INFO: TotalPower          Moving Least Squares of order 2 (exponential weight)         1               3                 0.810         0.706
2023-Oct-20 14:06:00.388922: INFO: TotalPower          Kriging (isotropic kernel)                                   1               1                 0.684         0.633
2023-Oct-20 14:06:00.392904: INFO: Finished metamodel evaluation for response TotalPower - Collecting results
2023-Oct-20 14:06:01.426890: INFO: Contrast            Moving Least Squares of order 1 (exponential weight)         1               2                 0.861         0.754
2023-Oct-20 14:06:01.774363: INFO: Contrast            Moving Least Squares of order 2 (exponential weight)         1               3                 0.842         0.743
2023-Oct-20 14:06:01.944615: INFO: Contrast            Kriging (isotropic kernel)                                   1               1                 0.020         0.001
2023-Oct-20 14:06:01.949593: INFO: Finished metamodel evaluation for response Contrast - Collecting results
2023-Oct-20 14:06:02.752671: INFO: Uniformity          Moving Least Squares of order 1 (exponential weight)         1               2                 0.902         0.570
2023-Oct-20 14:06:02.753667: INFO: Uniformity          Moving Least Squares of order 2 (exponential weight)         1               3                 0.005         0.000
2023-Oct-20 14:06:03.130013: INFO: Uniformity          Kriging (isotropic kernel)                                   1               1                 0.016         0.000
2023-Oct-20 14:06:03.134991: INFO: Finished metamodel evaluation for response Uniformity - Collecting results
2023-Oct-20 14:06:03.139969: INFO:  Active response subspace 111111
2023-Oct-20 14:06:03.139969: INFO:  
2023-Oct-20 14:06:03.140964: INFO:  ***** Iteration 2: MOP results *****
2023-Oct-20 14:06:03.140964: INFO:    Uniformity   Moving Least Squares of order 1 (exponential weight)   CoP 0.570331 sampleCoP 0
2023-Oct-20 14:06:03.140964: INFO:    TotalPower   Moving Least Squares of order 1 (exponential weight)   CoP 0.798151 sampleCoP 0
2023-Oct-20 14:06:03.141961: INFO:    Contrast     Moving Least Squares of order 1 (exponential weight)   CoP 0.754171 sampleCoP 0
2023-Oct-20 14:06:03.162868: INFO:  
2023-Oct-20 14:06:03.162868: INFO:  ***** Iteration 3: Global Sampling *****
2023-Oct-20 14:06:03.162868: INFO:  Considering 173 previous designs
2023-Oct-20 14:06:03.163864: INFO:  Number of new designs 100
2023-Oct-20 15:41:33.134518: INFO:  
2023-Oct-20 15:41:33.135513: INFO:  ***** Iteration 3: Building MOP *****
2023-Oct-20 15:41:33.135513: INFO:  Design history: ranges Input 0 1.025e-07 5.975e-07
2023-Oct-20 15:41:33.136509: INFO:  Design history: ranges Input 1 1.025e-07 5.975e-07
2023-Oct-20 15:41:33.136509: INFO:  Design history: ranges Input 2 1.025e-07 5.975e-07
2023-Oct-20 15:41:33.136509: INFO:  Design history: ranges Input 3 1.025e-07 5.975e-07
2023-Oct-20 15:41:33.137505: INFO:  Design history: ranges Input 4 1.025e-07 5.975e-07
2023-Oct-20 15:41:33.137505: INFO:  Design history: ranges Input 5 1.025e-07 5.975e-07
2023-Oct-20 15:41:33.137505: INFO:  Design history: Inputs 300 6
2023-Oct-20 15:41:33.137505: INFO:  Design history: Responses 300 3
2023-Oct-20 15:41:33.138500: INFO:  Minimum designs per response : 273
2023-Oct-20 15:41:33.141487: INFO:  Max. responses in parallel: 3
2023-Oct-20 15:41:33.142483: INFO:  Build MOP for response Uniformity with 273 designs
2023-Oct-20 15:41:33.142483: INFO:  Build MOP for response TotalPower with 273 designs
2023-Oct-20 15:41:33.142483: INFO: Build subspaces for response Uniformity
2023-Oct-20 15:41:33.143478: INFO: Build subspaces for response TotalPower
2023-Oct-20 15:41:33.143478: INFO:  Build MOP for response Contrast with 273 designs
2023-Oct-20 15:41:33.144474: INFO: Build subspaces for response Contrast
2023-Oct-20 15:41:33.151443: INFO: Start metamodel evaluation for response Uniformity
2023-Oct-20 15:41:33.153434: INFO: Start metamodel evaluation for response Contrast
2023-Oct-20 15:41:33.166378: INFO: Start metamodel evaluation for response TotalPower
2023-Oct-20 15:41:33.185295: INFO: Contrast            Linear Regression of order 1 (no mixed terms)                1               2                 0.008         0.000
2023-Oct-20 15:41:33.185295: INFO: Contrast            Linear Regression of order 1 (with mixed terms)              3               7                 0.047         0.030
2023-Oct-20 15:41:33.186290: INFO: Contrast            Linear Regression of order 2 (with mixed terms)              3              10                 0.058         0.039
2023-Oct-20 15:41:33.190273: INFO: TotalPower          Linear Regression of order 1 (no mixed terms)                1               2                 0.232         0.225
2023-Oct-20 15:41:33.192264: INFO: TotalPower          Linear Regression of order 1 (with mixed terms)              1               2                 0.232         0.225
2023-Oct-20 15:41:33.192264: INFO: Uniformity          Linear Regression of order 1 (no mixed terms)                1               2                 0.000         0.000
2023-Oct-20 15:41:33.193259: INFO: Uniformity          Linear Regression of order 1 (with mixed terms)              1               2                 0.000         0.000
2023-Oct-20 15:41:33.193259: INFO: Uniformity          Linear Regression of order 2 (no mixed terms)                1               3                 0.000         0.000
2023-Oct-20 15:41:33.194255: INFO: TotalPower          Linear Regression of order 2 (no mixed terms)                1               3                 0.229         0.222
2023-Oct-20 15:41:38.246787: INFO: TotalPower          Moving Least Squares of order 1 (exponential weight)         1               2                 0.929         0.865
2023-Oct-20 15:41:38.247783: INFO: TotalPower          Moving Least Squares of order 2 (exponential weight)         1               3                 0.942         0.873
2023-Oct-20 15:41:38.714730: INFO: TotalPower          Kriging (isotropic kernel)                                   1               1                 0.708         0.668
2023-Oct-20 15:41:38.725683: INFO: Finished metamodel evaluation for response TotalPower - Collecting results
2023-Oct-20 15:41:39.924948: INFO: Contrast            Moving Least Squares of order 1 (exponential weight)         1               2                 0.888         0.833
2023-Oct-20 15:41:39.925943: INFO: Contrast            Moving Least Squares of order 2 (exponential weight)         1               3                 0.899         0.838
2023-Oct-20 15:41:40.661711: INFO: Contrast            Kriging (isotropic kernel)                                   1               1                 0.899         0.828
2023-Oct-20 15:41:40.673659: INFO: Finished metamodel evaluation for response Contrast - Collecting results
2023-Oct-20 15:41:42.003341: INFO: Uniformity          Moving Least Squares of order 1 (exponential weight)         1               2                 0.900         0.843
2023-Oct-20 15:41:42.004337: INFO: Uniformity          Moving Least Squares of order 2 (exponential weight)         1               3                 1.000         0.972
2023-Oct-20 15:41:43.384272: INFO: Uniformity          Kriging (isotropic kernel)                                   5               1                 1.000         0.000
2023-Oct-20 15:41:43.395224: INFO: Finished metamodel evaluation for response Uniformity - Collecting results
2023-Oct-20 15:41:43.407173: INFO:  Active response subspace 111111
2023-Oct-20 15:41:43.408169: INFO:  
2023-Oct-20 15:41:43.408169: INFO:  ***** Iteration 3: MOP results *****
2023-Oct-20 15:41:43.408169: INFO:    Uniformity   Moving Least Squares of order 2 (exponential weight)   CoP 0.972017 sampleCoP 0
2023-Oct-20 15:41:43.409164: INFO:    TotalPower   Moving Least Squares of order 1 (exponential weight)   CoP 0.864853 sampleCoP 0
2023-Oct-20 15:41:43.409164: INFO:    Contrast     Moving Least Squares of order 1 (exponential weight)   CoP 0.833032 sampleCoP 0
