2024-Nov-08 19:23:46.163420: INFO: Initializing algorithm
2024-Nov-08 19:23:46.163420: INFO: Given seed value: 2213841625714
2024-Nov-08 19:23:46.164420: INFO:  
2024-Nov-08 19:23:46.164420: INFO:  ***** Initialize *****
2024-Nov-08 19:23:46.165413: INFO:  ***** AMOP settings *****
2024-Nov-08 19:23:46.165413: INFO:  Number of inputs 5, objectives 1, constraints 1
2024-Nov-08 19:23:46.166412: INFO:  Number of maximum designs 150, designs init 50, designs adapt 50
2024-Nov-08 19:23:46.166412: INFO:  Use start designs only 0
2024-Nov-08 19:23:46.167413: INFO:  Number of maximum iterations 3, stagnation iterations 3
2024-Nov-08 19:23:46.177556: INFO:  Init Sampling SLHS 1, ALHS 0
2024-Nov-08 19:23:46.177556: INFO:  Global refinement: Adapt Sampling SLHS 1, ALHS 0
2024-Nov-08 19:23:46.178470: INFO:  Target CoP 0.9
2024-Nov-08 19:23:46.178470: INFO:  Consider incomplete designs 1, failed designs 0
2024-Nov-08 19:23:46.179471: INFO:  ***** MOP settings *****
2024-Nov-08 19:23:46.179471: INFO:  Testing type: cross validation 1 Leave-one-out 0
2024-Nov-08 19:23:46.179471: INFO:  CoP tolerance model 0.01 variable 0.01
2024-Nov-08 19:23:46.179471: INFO:  Uniform resampling for single CoPs 0
2024-Nov-08 19:23:46.180471: INFO:  Smoothing 1 interpolation 0
2024-Nov-08 19:23:46.180471: INFO:  Use BoxCox 1
2024-Nov-08 19:23:46.180471: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2024-Nov-08 19:23:46.181470: INFO:  Use MLS        1 coefficient factor 8 max order 2
2024-Nov-08 19:23:46.181470: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2024-Nov-08 19:23:46.181470: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2024-Nov-08 19:23:46.182470: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2024-Nov-08 19:23:46.182470: INFO:  ***** Start designs *****
2024-Nov-08 19:23:46.182470: INFO:  Number of available start designs: 0
2024-Nov-08 19:23:46.182470: INFO:  Use initial sampling
2024-Nov-08 19:23:46.268990: INFO:  
2024-Nov-08 19:23:46.268990: INFO:  ***** Iteration 1: Global Sampling *****
2024-Nov-08 19:23:46.269975: INFO:  Considering 0 previous designs
2024-Nov-08 19:23:46.269975: INFO:  Number of new designs 50
2024-Nov-08 20:15:19.903522: INFO:  
2024-Nov-08 20:15:19.904522: INFO:  ***** Iteration 1: Building MOP *****
2024-Nov-08 20:15:19.904522: INFO:  Design history: ranges Input 0 1.604e+11 1.996e+11
2024-Nov-08 20:15:19.904522: INFO:  Design history: ranges Input 1 1105 1595
2024-Nov-08 20:15:19.906025: INFO:  Design history: ranges Input 2 10.99 990.01
2024-Nov-08 20:15:19.906025: INFO:  Design history: ranges Input 3 405 895
2024-Nov-08 20:15:19.906025: INFO:  Design history: ranges Input 4 162.4 397.6
2024-Nov-08 20:15:19.906025: INFO:  Design history: Inputs 50 5
2024-Nov-08 20:15:19.906025: INFO:  Design history: Responses 50 36
2024-Nov-08 20:15:19.907028: INFO:  Minimum designs per response : 50
2024-Nov-08 20:15:19.907028: INFO:  Max. responses in parallel: 4
2024-Nov-08 20:15:19.907028: INFO:  Build MOP for response Data_Send_Processed_P17 with 50 designs
2024-Nov-08 20:15:19.908029: INFO:  Build MOP for response Maximum_plastic_strain_P10 with 50 designs
2024-Nov-08 20:15:19.908029: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[0] with 50 designs
2024-Nov-08 20:15:19.908029: INFO: Build subspaces for response Data_Send_Processed_P17
2024-Nov-08 20:15:19.908029: INFO: Build subspaces for response Maximum_plastic_strain_P10
2024-Nov-08 20:15:19.909028: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[0]
2024-Nov-08 20:15:19.909028: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[0]
2024-Nov-08 20:15:19.909028: INFO: Start metamodel evaluation for response Data_Send_Processed_P17
2024-Nov-08 20:15:19.909028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[1] with 50 designs
2024-Nov-08 20:15:19.910029: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[2] with 50 designs
2024-Nov-08 20:15:19.910029: INFO: force_steps_ref_ETKComplete_force_steps_ref[0] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.910029: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[3] with 50 designs
2024-Nov-08 20:15:19.910029: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[1]
2024-Nov-08 20:15:19.911029: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[0] - Collecting results
2024-Nov-08 20:15:19.911029: INFO: Data_Send_Processed_P17 Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.911029: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[4] with 50 designs
2024-Nov-08 20:15:19.911029: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[1]
2024-Nov-08 20:15:19.915028: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[2]
2024-Nov-08 20:15:19.915028: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[2]
2024-Nov-08 20:15:19.915028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[5] with 50 designs
2024-Nov-08 20:15:19.916028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[6] with 50 designs
2024-Nov-08 20:15:19.916028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[7] with 50 designs
2024-Nov-08 20:15:19.916028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[8] with 50 designs
2024-Nov-08 20:15:19.916028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[9] with 50 designs
2024-Nov-08 20:15:19.916028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[10] with 50 designs
2024-Nov-08 20:15:19.917028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[11] with 50 designs
2024-Nov-08 20:15:19.917028: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[12] with 50 designs
2024-Nov-08 20:15:19.917028: INFO: Start metamodel evaluation for response Maximum_plastic_strain_P10
2024-Nov-08 20:15:19.917028: INFO: Finished metamodel evaluation for response Data_Send_Processed_P17 - Collecting results
2024-Nov-08 20:15:19.917028: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[3]
2024-Nov-08 20:15:19.918029: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[3]
2024-Nov-08 20:15:19.918029: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[13] with 50 designs
2024-Nov-08 20:15:19.918029: INFO: force_steps_ref_ETKComplete_force_steps_ref[2] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.918029: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[2] - Collecting results
2024-Nov-08 20:15:19.918029: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[14] with 50 designs
2024-Nov-08 20:15:19.919029: INFO: force_steps_ref_ETKComplete_force_steps_ref[1] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.919029: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[4]
2024-Nov-08 20:15:19.919029: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[4]
2024-Nov-08 20:15:19.919029: INFO: force_steps_ref_ETKComplete_force_steps_ref[3] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.919029: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[3] - Collecting results
2024-Nov-08 20:15:19.919029: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[5]
2024-Nov-08 20:15:19.920028: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[1] - Collecting results
2024-Nov-08 20:15:19.920028: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[6]
2024-Nov-08 20:15:19.920028: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[6]
2024-Nov-08 20:15:19.920028: INFO: force_steps_ref_ETKComplete_force_steps_ref[4] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.920028: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[5]
2024-Nov-08 20:15:19.921028: INFO:  Build MOP for response Minimum_plastic_strain_P9 with 50 designs
2024-Nov-08 20:15:19.921028: INFO:  Build MOP for response RSE_Signal_P19 with 50 designs
2024-Nov-08 20:15:19.921028: INFO:  Build MOP for response min_gradient_Signal_P18 with 50 designs
2024-Nov-08 20:15:19.921028: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[4] - Collecting results
2024-Nov-08 20:15:19.921028: INFO: force_steps_ref_ETKComplete_force_steps_ref[6] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[0] with 50 designs
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[1] with 50 designs
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[2] with 50 designs
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[3] with 50 designs
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[4] with 50 designs
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[5] with 50 designs
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[6] with 50 designs
2024-Nov-08 20:15:19.922028: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[7] with 50 designs
2024-Nov-08 20:15:19.923449: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[8] with 50 designs
2024-Nov-08 20:15:19.923449: INFO: force_steps_ref_ETKComplete_force_steps_ref[5] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.923449: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[7]
2024-Nov-08 20:15:19.923449: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[6] - Collecting results
2024-Nov-08 20:15:19.923449: INFO: Maximum_plastic_strain_P10 Linear Regression of order 1 (no mixed terms)                4               5                 0.704         0.672
2024-Nov-08 20:15:19.923449: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[9] with 50 designs
2024-Nov-08 20:15:19.924453: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[5] - Collecting results
2024-Nov-08 20:15:19.924453: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[7]
2024-Nov-08 20:15:19.924453: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[8]
2024-Nov-08 20:15:19.924453: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[8]
2024-Nov-08 20:15:19.924453: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[10] with 50 designs
2024-Nov-08 20:15:19.924453: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[11] with 50 designs
2024-Nov-08 20:15:19.925453: INFO: Maximum_plastic_strain_P10 Linear Regression of order 1 (with mixed terms, BoxCox)      5              16                 0.852         0.813
2024-Nov-08 20:15:19.925453: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[9]
2024-Nov-08 20:15:19.925453: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[9]
2024-Nov-08 20:15:19.925453: INFO: force_steps_ref_ETKComplete_force_steps_ref[7] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.926453: INFO: Maximum_plastic_strain_P10 Linear Regression of order 2 (with mixed terms, BoxCox)      5               9                 0.836         0.800
2024-Nov-08 20:15:19.926453: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[12] with 50 designs
2024-Nov-08 20:15:19.926453: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[13] with 50 designs
2024-Nov-08 20:15:19.926453: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[14] with 50 designs
2024-Nov-08 20:15:19.926453: INFO:  Build MOP for response min_gradient_Signal_ETKComplete_min_gradient_Signal with 50 designs
2024-Nov-08 20:15:19.927600: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[7] - Collecting results
2024-Nov-08 20:15:19.927600: INFO: force_steps_ref_ETKComplete_force_steps_ref[8] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.927600: INFO: force_steps_ref_ETKComplete_force_steps_ref[9] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.927600: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[10]
2024-Nov-08 20:15:19.927600: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[10]
2024-Nov-08 20:15:19.928606: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[9] - Collecting results
2024-Nov-08 20:15:19.928606: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[8] - Collecting results
2024-Nov-08 20:15:19.928606: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[11]
2024-Nov-08 20:15:19.928606: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[11]
2024-Nov-08 20:15:19.928606: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[12]
2024-Nov-08 20:15:19.928606: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[12]
2024-Nov-08 20:15:19.929606: INFO: force_steps_ref_ETKComplete_force_steps_ref[10] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.929606: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[10] - Collecting results
2024-Nov-08 20:15:19.929606: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[13]
2024-Nov-08 20:15:19.929606: INFO: force_steps_ref_ETKComplete_force_steps_ref[11] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.930605: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[11] - Collecting results
2024-Nov-08 20:15:19.930605: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[13]
2024-Nov-08 20:15:19.930605: INFO: force_steps_ref_ETKComplete_force_steps_ref[12] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.930605: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[12] - Collecting results
2024-Nov-08 20:15:19.930605: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[14]
2024-Nov-08 20:15:19.932604: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[14]
2024-Nov-08 20:15:19.932604: INFO: Build subspaces for response Minimum_plastic_strain_P9
2024-Nov-08 20:15:19.932604: INFO: force_steps_ref_ETKComplete_force_steps_ref[13] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.933605: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[13] - Collecting results
2024-Nov-08 20:15:19.933605: INFO: Build subspaces for response RSE_Signal_P19
2024-Nov-08 20:15:19.933605: INFO: force_steps_ref_ETKComplete_force_steps_ref[14] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.933605: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[14] - Collecting results
2024-Nov-08 20:15:19.934604: INFO: Build subspaces for response min_gradient_Signal_P18
2024-Nov-08 20:15:19.934604: INFO: Start metamodel evaluation for response min_gradient_Signal_P18
2024-Nov-08 20:15:19.935604: INFO: min_gradient_Signal_P18 Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 20:15:19.936604: INFO: Finished metamodel evaluation for response min_gradient_Signal_P18 - Collecting results
2024-Nov-08 20:15:19.936604: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[0]
2024-Nov-08 20:15:19.937604: INFO: Start metamodel evaluation for response RSE_Signal_P19
2024-Nov-08 20:15:19.938605: INFO: Start metamodel evaluation for response Minimum_plastic_strain_P9
2024-Nov-08 20:15:19.939604: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[0]
2024-Nov-08 20:15:19.942606: INFO: Minimum_plastic_strain_P9 Linear Regression of order 1 (no mixed terms)                3               4                 0.803         0.792
2024-Nov-08 20:15:19.943605: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 20:15:19.943605: INFO: Minimum_plastic_strain_P9 Linear Regression of order 1 (with mixed terms, BoxCox)      5              16                 0.927         0.855
2024-Nov-08 20:15:19.943605: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 20:15:19.943605: INFO: Minimum_plastic_strain_P9 Linear Regression of order 2 (with mixed terms, BoxCox)      5              21                 0.948         0.881
2024-Nov-08 20:15:19.943605: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 2 (no mixed terms)                1               3                 1.000         1.000
2024-Nov-08 20:15:19.944605: INFO: RSE_Signal_P19      Linear Regression of order 1 (no mixed terms)                1               2                 0.136         0.082
2024-Nov-08 20:15:19.944605: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[0] - Collecting results
2024-Nov-08 20:15:19.944605: INFO: RSE_Signal_P19      Linear Regression of order 1 (with mixed terms, BoxCox)      2               4                 0.727         0.707
2024-Nov-08 20:15:19.944605: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[1]
2024-Nov-08 20:15:19.945604: INFO: RSE_Signal_P19      Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.979         0.960
2024-Nov-08 20:15:19.948605: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[1]
2024-Nov-08 20:15:19.951605: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 20:15:19.952605: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 20:15:19.952605: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 2 (no mixed terms)                1               3                 1.000         1.000
2024-Nov-08 20:15:19.952605: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[1] - Collecting results
2024-Nov-08 20:15:19.952605: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[2]
2024-Nov-08 20:15:19.956604: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[2]
2024-Nov-08 20:15:19.960604: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 20:15:19.960604: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 20:15:19.960604: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 2 (no mixed terms)                1               3                 1.000         1.000
2024-Nov-08 20:15:19.961604: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[2] - Collecting results
2024-Nov-08 20:15:19.961604: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[3]
2024-Nov-08 20:15:19.965604: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[3]
2024-Nov-08 20:15:19.969604: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 1 (no mixed terms)                2               3                 0.913         0.909
2024-Nov-08 20:15:19.970604: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 1 (with mixed terms)              2               4                 0.958         0.950
2024-Nov-08 20:15:19.970604: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 2 (with mixed terms)              2               6                 0.986         0.984
2024-Nov-08 20:15:20.048114: INFO: Minimum_plastic_strain_P9 Moving Least Squares of order 1 (exponential weight)         5               6                 0.957         0.884
2024-Nov-08 20:15:20.049114: INFO: Minimum_plastic_strain_P9 Moving Least Squares of order 2 (exponential weight)         5              11                 0.978         0.855
2024-Nov-08 20:15:20.057114: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Moving Least Squares of order 1 (exponential weight)         2               3                 0.997         0.993
2024-Nov-08 20:15:20.059125: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Moving Least Squares of order 2 (exponential weight)         2               5                 0.999         0.995
2024-Nov-08 20:15:20.060114: INFO: Minimum_plastic_strain_P9 Kriging (isotropic kernel, BoxCox)                           5               1                 0.978         0.917
2024-Nov-08 20:15:20.080302: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[3] - Collecting results
2024-Nov-08 20:15:20.081140: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[4]
2024-Nov-08 20:15:20.084113: INFO: Finished metamodel evaluation for response Minimum_plastic_strain_P9 - Collecting results
2024-Nov-08 20:15:20.084113: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[4]
2024-Nov-08 20:15:20.084113: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[5]
2024-Nov-08 20:15:20.088112: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 1 (no mixed terms)                4               5                 0.962         0.959
2024-Nov-08 20:15:20.089112: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 1 (with mixed terms)              4              11                 0.991         0.987
2024-Nov-08 20:15:20.089112: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[5]
2024-Nov-08 20:15:20.089112: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 2 (with mixed terms)              4              15                 0.995         0.990
2024-Nov-08 20:15:20.094116: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 1 (no mixed terms)                4               5                 0.981         0.979
2024-Nov-08 20:15:20.095115: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 1 (with mixed terms)              4              11                 0.997         0.996
2024-Nov-08 20:15:20.095115: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         0.999
2024-Nov-08 20:15:20.097116: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[5] - Collecting results
2024-Nov-08 20:15:20.098116: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[6]
2024-Nov-08 20:15:20.102115: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[6]
2024-Nov-08 20:15:20.106617: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 1 (no mixed terms)                4               5                 0.986         0.984
2024-Nov-08 20:15:20.106617: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 1 (with mixed terms)              4              11                 0.997         0.996
2024-Nov-08 20:15:20.106617: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         0.999
2024-Nov-08 20:15:20.107621: INFO: Maximum_plastic_strain_P10 Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.798         0.777
2024-Nov-08 20:15:20.108621: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[6] - Collecting results
2024-Nov-08 20:15:20.109620: INFO: Maximum_plastic_strain_P10 Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.777         0.728
2024-Nov-08 20:15:20.109620: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[7]
2024-Nov-08 20:15:20.109620: INFO: RSE_Signal_P19      Moving Least Squares of order 1 (exponential weight)         3               4                 0.980         0.914
2024-Nov-08 20:15:20.113619: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[7]
2024-Nov-08 20:15:20.119621: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 1 (no mixed terms)                4               5                 0.989         0.988
2024-Nov-08 20:15:20.119621: INFO: RSE_Signal_P19      Moving Least Squares of order 2 (exponential weight)         3               7                 0.968         0.881
2024-Nov-08 20:15:20.119621: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 1 (with mixed terms)              4              11                 0.997         0.996
2024-Nov-08 20:15:20.120620: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         0.999
2024-Nov-08 20:15:20.122630: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[7] - Collecting results
2024-Nov-08 20:15:20.122630: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[8]
2024-Nov-08 20:15:20.123620: INFO: Maximum_plastic_strain_P10 Kriging (isotropic kernel, BoxCox)                           5               1                 0.878         0.782
2024-Nov-08 20:15:20.126620: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[8]
2024-Nov-08 20:15:20.127620: INFO: Finished metamodel evaluation for response Maximum_plastic_strain_P10 - Collecting results
2024-Nov-08 20:15:20.128620: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[9]
2024-Nov-08 20:15:20.132628: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[9]
2024-Nov-08 20:15:20.133620: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 1 (no mixed terms)                4               5                 0.991         0.990
2024-Nov-08 20:15:20.133620: INFO: RSE_Signal_P19      Kriging (isotropic kernel, BoxCox)                           4               1                 0.995         0.969
2024-Nov-08 20:15:20.133620: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 1 (with mixed terms)              4              11                 0.997         0.996
2024-Nov-08 20:15:20.134621: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         0.999
2024-Nov-08 20:15:20.136620: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[8] - Collecting results
2024-Nov-08 20:15:20.136620: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 1 (no mixed terms)                3               4                 0.989         0.988
2024-Nov-08 20:15:20.137620: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[10]
2024-Nov-08 20:15:20.137620: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 1 (with mixed terms)              3               7                 0.991         0.990
2024-Nov-08 20:15:20.138620: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 2 (with mixed terms)              3              10                 0.992         0.991
2024-Nov-08 20:15:20.139620: INFO: Finished metamodel evaluation for response RSE_Signal_P19 - Collecting results
2024-Nov-08 20:15:20.140619: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[11]
2024-Nov-08 20:15:20.140619: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[9] - Collecting results
2024-Nov-08 20:15:20.141621: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[12]
2024-Nov-08 20:15:20.141621: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[10]
2024-Nov-08 20:15:20.143620: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[11]
2024-Nov-08 20:15:20.144621: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[12]
2024-Nov-08 20:15:20.146620: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 1 (no mixed terms)                3               4                 0.993         0.993
2024-Nov-08 20:15:20.146620: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 1 (with mixed terms)              3               7                 0.995         0.994
2024-Nov-08 20:15:20.147621: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 2 (with mixed terms)              3              10                 0.997         0.996
2024-Nov-08 20:15:20.147621: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 1 (no mixed terms)                3               4                 0.996         0.996
2024-Nov-08 20:15:20.147621: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 1 (with mixed terms)              3               7                 0.997         0.996
2024-Nov-08 20:15:20.147621: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 1 (no mixed terms)                2               3                 0.990         0.990
2024-Nov-08 20:15:20.148621: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 2 (with mixed terms)              3              10                 0.998         0.998
2024-Nov-08 20:15:20.148621: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 1 (with mixed terms)              2               4                 0.990         0.989
2024-Nov-08 20:15:20.148621: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[10] - Collecting results
2024-Nov-08 20:15:20.149621: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[13]
2024-Nov-08 20:15:20.149621: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 2 (with mixed terms)              3              10                 0.999         0.998
2024-Nov-08 20:15:20.149621: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[11] - Collecting results
2024-Nov-08 20:15:20.150620: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[14]
2024-Nov-08 20:15:20.151619: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[12] - Collecting results
2024-Nov-08 20:15:20.152619: INFO: Build subspaces for response min_gradient_Signal_ETKComplete_min_gradient_Signal
2024-Nov-08 20:15:20.153619: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[13]
2024-Nov-08 20:15:20.154620: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[14]
2024-Nov-08 20:15:20.155620: INFO: Start metamodel evaluation for response min_gradient_Signal_ETKComplete_min_gradient_Signal
2024-Nov-08 20:15:20.158620: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 1 (no mixed terms)                2               3                 0.994         0.994
2024-Nov-08 20:15:20.158620: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 1 (no mixed terms)                2               3                 0.997         0.997
2024-Nov-08 20:15:20.159620: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 1 (with mixed terms)              2               4                 0.994         0.994
2024-Nov-08 20:15:20.159620: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 1 (with mixed terms)              2               4                 0.997         0.997
2024-Nov-08 20:15:20.160620: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 2 (with mixed terms)              2               6                 0.994         0.993
2024-Nov-08 20:15:20.160620: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 2 (with mixed terms)              2               6                 0.997         0.996
2024-Nov-08 20:15:20.160620: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 1 (no mixed terms)                4               5                 0.844         0.835
2024-Nov-08 20:15:20.161620: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 1 (with mixed terms)              5              16                 0.909         0.875
2024-Nov-08 20:15:20.161620: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 2 (with mixed terms)              4              15                 0.890         0.844
2024-Nov-08 20:15:20.161620: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[13] - Collecting results
2024-Nov-08 20:15:20.162621: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[14] - Collecting results
2024-Nov-08 20:15:20.195634: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Moving Least Squares of order 1 (exponential weight)         4               5                 0.997         0.986
2024-Nov-08 20:15:20.206138: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Moving Least Squares of order 2 (exponential weight)         4               9                 0.999         0.985
2024-Nov-08 20:15:20.213149: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Kriging (isotropic kernel)                                   4               1                 0.999         0.993
2024-Nov-08 20:15:20.230141: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[4] - Collecting results
2024-Nov-08 20:15:20.266149: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Moving Least Squares of order 1 (exponential weight)         5               6                 0.897         0.854
2024-Nov-08 20:15:20.279141: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Moving Least Squares of order 2 (exponential weight)         3               7                 0.846         0.806
2024-Nov-08 20:15:20.286154: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Kriging (isotropic kernel)                                   5               1                 0.948         0.878
2024-Nov-08 20:15:20.290150: INFO: Finished metamodel evaluation for response min_gradient_Signal_ETKComplete_min_gradient_Signal - Collecting results
2024-Nov-08 20:15:20.290150: INFO:  Active response subspace 11111
2024-Nov-08 20:15:20.290150: INFO:  
2024-Nov-08 20:15:20.290150: INFO:  ***** Iteration 1: MOP results *****
2024-Nov-08 20:15:20.291149: INFO:    Data_Send_Processed_P17                               Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.291149: INFO:    Maximum_plastic_strain_P10                            Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.81278 sampleCoP 0
2024-Nov-08 20:15:20.291149: INFO:    force_steps_ref_ETKComplete_force_steps_ref[0]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.291149: INFO:    force_steps_ref_ETKComplete_force_steps_ref[1]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.292157: INFO:    force_steps_ref_ETKComplete_force_steps_ref[2]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.292157: INFO:    force_steps_ref_ETKComplete_force_steps_ref[3]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.292157: INFO:    force_steps_ref_ETKComplete_force_steps_ref[4]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.292157: INFO:    force_steps_ref_ETKComplete_force_steps_ref[5]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.292157: INFO:    force_steps_ref_ETKComplete_force_steps_ref[6]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.293156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[7]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.293156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[8]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.293156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[9]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.293156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[10]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.293156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[11]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.294156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[12]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.294156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[13]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.294156: INFO:    force_steps_ref_ETKComplete_force_steps_ref[14]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.295157: INFO:    Minimum_plastic_strain_P9                             Kriging (isotropic kernel, BoxCox)                        CoP 0.916899 sampleCoP 0.441806
2024-Nov-08 20:15:20.295157: INFO:    RSE_Signal_P19                                        Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.959578 sampleCoP 0.789169
2024-Nov-08 20:15:20.295157: INFO:    min_gradient_Signal_P18                               Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.295157: INFO:    force_steps_sim_ETKComplete_force_steps_sim[0]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.295157: INFO:    force_steps_sim_ETKComplete_force_steps_sim[1]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.296156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[2]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 20:15:20.296156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[3]        Moving Least Squares of order 1 (exponential weight)      CoP 0.992862 sampleCoP 0.917163
2024-Nov-08 20:15:20.296156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[4]        Kriging (isotropic kernel)                                CoP 0.992666 sampleCoP 0.828412
2024-Nov-08 20:15:20.296156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[5]        Linear Regression of order 1 (with mixed terms)           CoP 0.99648 sampleCoP 0.980754
2024-Nov-08 20:15:20.296156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[6]        Linear Regression of order 1 (with mixed terms)           CoP 0.995744 sampleCoP 0.980636
2024-Nov-08 20:15:20.296156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[7]        Linear Regression of order 1 (with mixed terms)           CoP 0.995667 sampleCoP 0.982303
2024-Nov-08 20:15:20.297156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[8]        Linear Regression of order 1 (no mixed terms)             CoP 0.990496 sampleCoP 0.914485
2024-Nov-08 20:15:20.297156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[9]        Linear Regression of order 2 (with mixed terms)           CoP 0.99073 sampleCoP 0.93355
2024-Nov-08 20:15:20.297156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[10]       Linear Regression of order 1 (no mixed terms)             CoP 0.993009 sampleCoP 0.90048
2024-Nov-08 20:15:20.297156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[11]       Linear Regression of order 1 (no mixed terms)             CoP 0.995716 sampleCoP 0.930195
2024-Nov-08 20:15:20.297156: INFO:    force_steps_sim_ETKComplete_force_steps_sim[12]       Linear Regression of order 2 (with mixed terms)           CoP 0.998475 sampleCoP 0.983823
2024-Nov-08 20:15:20.298157: INFO:    force_steps_sim_ETKComplete_force_steps_sim[13]       Linear Regression of order 1 (no mixed terms)             CoP 0.994272 sampleCoP 0.934093
2024-Nov-08 20:15:20.298157: INFO:    force_steps_sim_ETKComplete_force_steps_sim[14]       Linear Regression of order 1 (no mixed terms)             CoP 0.9967 sampleCoP 0.967641
2024-Nov-08 20:15:20.298157: INFO:    min_gradient_Signal_ETKComplete_min_gradient_Signal   Linear Regression of order 1 (with mixed terms)           CoP 0.875116 sampleCoP 0
2024-Nov-08 20:15:20.374437: INFO:  
2024-Nov-08 20:15:20.374437: INFO:  ***** Iteration 2: Global Sampling *****
2024-Nov-08 20:15:20.375438: INFO:  Considering 50 previous designs
2024-Nov-08 20:15:20.375438: INFO:  Number of new designs 50
2024-Nov-08 21:06:40.713841: INFO:  
2024-Nov-08 21:06:40.713841: INFO:  ***** Iteration 2: Building MOP *****
2024-Nov-08 21:06:40.713841: INFO:  Design history: ranges Input 0 1.604e+11 1.996e+11
2024-Nov-08 21:06:40.713841: INFO:  Design history: ranges Input 1 1105 1595
2024-Nov-08 21:06:40.714834: INFO:  Design history: ranges Input 2 10.99 990.01
2024-Nov-08 21:06:40.714834: INFO:  Design history: ranges Input 3 405 895
2024-Nov-08 21:06:40.714834: INFO:  Design history: ranges Input 4 162.4 397.6
2024-Nov-08 21:06:40.714834: INFO:  Design history: Inputs 100 5
2024-Nov-08 21:06:40.714834: INFO:  Design history: Responses 100 36
2024-Nov-08 21:06:40.715834: INFO:  Minimum designs per response : 100
2024-Nov-08 21:06:40.717834: INFO:  Max. responses in parallel: 4
2024-Nov-08 21:06:40.717834: INFO:  Build MOP for response Data_Send_Processed_P17 with 100 designs
2024-Nov-08 21:06:40.717834: INFO:  Build MOP for response Maximum_plastic_strain_P10 with 100 designs
2024-Nov-08 21:06:40.718838: INFO: Build subspaces for response Data_Send_Processed_P17
2024-Nov-08 21:06:40.718838: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[0] with 100 designs
2024-Nov-08 21:06:40.718838: INFO: Build subspaces for response Maximum_plastic_strain_P10
2024-Nov-08 21:06:40.718838: INFO: Start metamodel evaluation for response Data_Send_Processed_P17
2024-Nov-08 21:06:40.718838: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[0]
2024-Nov-08 21:06:40.718838: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[1] with 100 designs
2024-Nov-08 21:06:40.719838: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[0]
2024-Nov-08 21:06:40.719838: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[2] with 100 designs
2024-Nov-08 21:06:40.719838: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[3] with 100 designs
2024-Nov-08 21:06:40.719838: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[1]
2024-Nov-08 21:06:40.720837: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[1]
2024-Nov-08 21:06:40.720837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[4] with 100 designs
2024-Nov-08 21:06:40.720837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[5] with 100 designs
2024-Nov-08 21:06:40.721837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[6] with 100 designs
2024-Nov-08 21:06:40.721837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[7] with 100 designs
2024-Nov-08 21:06:40.721837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[8] with 100 designs
2024-Nov-08 21:06:40.721837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[9] with 100 designs
2024-Nov-08 21:06:40.722837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[10] with 100 designs
2024-Nov-08 21:06:40.722837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[11] with 100 designs
2024-Nov-08 21:06:40.722837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[12] with 100 designs
2024-Nov-08 21:06:40.723837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[13] with 100 designs
2024-Nov-08 21:06:40.723837: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[14] with 100 designs
2024-Nov-08 21:06:40.723837: INFO:  Build MOP for response Minimum_plastic_strain_P9 with 100 designs
2024-Nov-08 21:06:40.723837: INFO:  Build MOP for response RSE_Signal_P19 with 100 designs
2024-Nov-08 21:06:40.724837: INFO:  Build MOP for response min_gradient_Signal_P18 with 100 designs
2024-Nov-08 21:06:40.724837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[0] with 100 designs
2024-Nov-08 21:06:40.724837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[1] with 100 designs
2024-Nov-08 21:06:40.724837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[2] with 100 designs
2024-Nov-08 21:06:40.724837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[3] with 100 designs
2024-Nov-08 21:06:40.725837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[4] with 100 designs
2024-Nov-08 21:06:40.725837: INFO: Start metamodel evaluation for response Maximum_plastic_strain_P10
2024-Nov-08 21:06:40.725837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[5] with 100 designs
2024-Nov-08 21:06:40.725837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[6] with 100 designs
2024-Nov-08 21:06:40.725837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[7] with 100 designs
2024-Nov-08 21:06:40.726837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[8] with 100 designs
2024-Nov-08 21:06:40.726837: INFO: Data_Send_Processed_P17 Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.726837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[9] with 100 designs
2024-Nov-08 21:06:40.726837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[10] with 100 designs
2024-Nov-08 21:06:40.726837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[11] with 100 designs
2024-Nov-08 21:06:40.727837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[12] with 100 designs
2024-Nov-08 21:06:40.727837: INFO: force_steps_ref_ETKComplete_force_steps_ref[0] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.727837: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[0] - Collecting results
2024-Nov-08 21:06:40.727837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[13] with 100 designs
2024-Nov-08 21:06:40.727837: INFO: Finished metamodel evaluation for response Data_Send_Processed_P17 - Collecting results
2024-Nov-08 21:06:40.727837: INFO: force_steps_ref_ETKComplete_force_steps_ref[1] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.728837: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[2]
2024-Nov-08 21:06:40.728837: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[14] with 100 designs
2024-Nov-08 21:06:40.728837: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[3]
2024-Nov-08 21:06:40.728837: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[1] - Collecting results
2024-Nov-08 21:06:40.728837: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[2]
2024-Nov-08 21:06:40.729837: INFO:  Build MOP for response min_gradient_Signal_ETKComplete_min_gradient_Signal with 100 designs
2024-Nov-08 21:06:40.732837: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[3]
2024-Nov-08 21:06:40.733339: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[4]
2024-Nov-08 21:06:40.733339: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[4]
2024-Nov-08 21:06:40.736342: INFO: force_steps_ref_ETKComplete_force_steps_ref[2] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.736342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[2] - Collecting results
2024-Nov-08 21:06:40.737342: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[5]
2024-Nov-08 21:06:40.737342: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[5]
2024-Nov-08 21:06:40.740342: INFO: Maximum_plastic_strain_P10 Linear Regression of order 1 (no mixed terms)                4               5                 0.699         0.685
2024-Nov-08 21:06:40.740342: INFO: force_steps_ref_ETKComplete_force_steps_ref[3] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.741342: INFO: Maximum_plastic_strain_P10 Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.824         0.804
2024-Nov-08 21:06:40.741342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[3] - Collecting results
2024-Nov-08 21:06:40.741342: INFO: force_steps_ref_ETKComplete_force_steps_ref[4] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.741342: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[6]
2024-Nov-08 21:06:40.741342: INFO: Maximum_plastic_strain_P10 Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.822         0.779
2024-Nov-08 21:06:40.742343: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[4] - Collecting results
2024-Nov-08 21:06:40.742343: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[6]
2024-Nov-08 21:06:40.742343: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[7]
2024-Nov-08 21:06:40.742343: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[7]
2024-Nov-08 21:06:40.744343: INFO: force_steps_ref_ETKComplete_force_steps_ref[5] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.745342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[5] - Collecting results
2024-Nov-08 21:06:40.745342: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[8]
2024-Nov-08 21:06:40.745342: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[8]
2024-Nov-08 21:06:40.750344: INFO: force_steps_ref_ETKComplete_force_steps_ref[6] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.750344: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[6] - Collecting results
2024-Nov-08 21:06:40.751343: INFO: force_steps_ref_ETKComplete_force_steps_ref[7] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.751343: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[9]
2024-Nov-08 21:06:40.751343: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[7] - Collecting results
2024-Nov-08 21:06:40.751343: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[9]
2024-Nov-08 21:06:40.751343: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[10]
2024-Nov-08 21:06:40.752343: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[10]
2024-Nov-08 21:06:40.752343: INFO: force_steps_ref_ETKComplete_force_steps_ref[8] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.753343: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[8] - Collecting results
2024-Nov-08 21:06:40.753343: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[11]
2024-Nov-08 21:06:40.753343: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[11]
2024-Nov-08 21:06:40.759342: INFO: force_steps_ref_ETKComplete_force_steps_ref[9] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.759342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[9] - Collecting results
2024-Nov-08 21:06:40.759342: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[12]
2024-Nov-08 21:06:40.760342: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[12]
2024-Nov-08 21:06:40.761342: INFO: force_steps_ref_ETKComplete_force_steps_ref[11] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.761342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[11] - Collecting results
2024-Nov-08 21:06:40.761342: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[13]
2024-Nov-08 21:06:40.761342: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[13]
2024-Nov-08 21:06:40.762343: INFO: force_steps_ref_ETKComplete_force_steps_ref[10] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.762343: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[10] - Collecting results
2024-Nov-08 21:06:40.762343: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[14]
2024-Nov-08 21:06:40.763343: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[14]
2024-Nov-08 21:06:40.767342: INFO: force_steps_ref_ETKComplete_force_steps_ref[12] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.768342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[12] - Collecting results
2024-Nov-08 21:06:40.768342: INFO: Build subspaces for response Minimum_plastic_strain_P9
2024-Nov-08 21:06:40.769342: INFO: force_steps_ref_ETKComplete_force_steps_ref[13] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.769342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[13] - Collecting results
2024-Nov-08 21:06:40.770342: INFO: Build subspaces for response RSE_Signal_P19
2024-Nov-08 21:06:40.771342: INFO: force_steps_ref_ETKComplete_force_steps_ref[14] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.772342: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[14] - Collecting results
2024-Nov-08 21:06:40.772342: INFO: Build subspaces for response min_gradient_Signal_P18
2024-Nov-08 21:06:40.772342: INFO: Start metamodel evaluation for response min_gradient_Signal_P18
2024-Nov-08 21:06:40.775342: INFO: Start metamodel evaluation for response Minimum_plastic_strain_P9
2024-Nov-08 21:06:40.776342: INFO: Start metamodel evaluation for response RSE_Signal_P19
2024-Nov-08 21:06:40.781342: INFO: min_gradient_Signal_P18 Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:06:40.781342: INFO: Finished metamodel evaluation for response min_gradient_Signal_P18 - Collecting results
2024-Nov-08 21:06:40.781342: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[0]
2024-Nov-08 21:06:40.787341: INFO: Minimum_plastic_strain_P9 Linear Regression of order 1 (no mixed terms)                4               5                 0.800         0.796
2024-Nov-08 21:06:40.788342: INFO: Minimum_plastic_strain_P9 Linear Regression of order 1 (with mixed terms)              5              16                 0.905         0.887
2024-Nov-08 21:06:40.788342: INFO: Minimum_plastic_strain_P9 Linear Regression of order 2 (with mixed terms, BoxCox)      5              21                 0.944         0.927
2024-Nov-08 21:06:40.789342: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[0]
2024-Nov-08 21:06:40.791342: INFO: RSE_Signal_P19      Linear Regression of order 1 (no mixed terms)                2               3                 0.207         0.177
2024-Nov-08 21:06:40.791342: INFO: RSE_Signal_P19      Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.780         0.760
2024-Nov-08 21:06:40.791342: INFO: RSE_Signal_P19      Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.978         0.974
2024-Nov-08 21:06:40.802343: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:06:40.807349: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 21:06:40.807349: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 2 (no mixed terms)                1               3                 1.000         1.000
2024-Nov-08 21:06:40.808343: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[0] - Collecting results
2024-Nov-08 21:06:40.809342: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[1]
2024-Nov-08 21:06:40.816342: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[1]
2024-Nov-08 21:06:40.828344: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:06:40.828344: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 21:06:40.829345: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 2 (with mixed terms)              1               3                 1.000         1.000
2024-Nov-08 21:06:40.829345: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[1] - Collecting results
2024-Nov-08 21:06:40.830345: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[2]
2024-Nov-08 21:06:40.836849: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[2]
2024-Nov-08 21:06:40.848306: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:06:40.849306: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 21:06:40.849306: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 2 (with mixed terms)              1               3                 1.000         1.000
2024-Nov-08 21:06:40.850306: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[2] - Collecting results
2024-Nov-08 21:06:40.850306: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[3]
2024-Nov-08 21:06:40.859305: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[3]
2024-Nov-08 21:06:40.875305: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 1 (no mixed terms)                2               3                 0.933         0.932
2024-Nov-08 21:06:40.876306: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 1 (with mixed terms)              2               4                 0.965         0.963
2024-Nov-08 21:06:40.876306: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 2 (with mixed terms)              2               6                 0.986         0.985
2024-Nov-08 21:06:41.176452: INFO: Minimum_plastic_strain_P9 Moving Least Squares of order 1 (exponential weight)         5               6                 0.912         0.877
2024-Nov-08 21:06:41.180453: INFO: Minimum_plastic_strain_P9 Moving Least Squares of order 2 (exponential weight)         5              11                 0.920         0.867
2024-Nov-08 21:06:41.241958: INFO: Minimum_plastic_strain_P9 Kriging (isotropic kernel, BoxCox)                           5               1                 0.964         0.926
2024-Nov-08 21:06:41.249958: INFO: Finished metamodel evaluation for response Minimum_plastic_strain_P9 - Collecting results
2024-Nov-08 21:06:41.250958: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[4]
2024-Nov-08 21:06:41.256958: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[4]
2024-Nov-08 21:06:41.269958: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 1 (no mixed terms)                4               5                 0.962         0.962
2024-Nov-08 21:06:41.269958: INFO: Maximum_plastic_strain_P10 Moving Least Squares of order 1 (exponential weight, BoxCox) 4               5                 0.817         0.792
2024-Nov-08 21:06:41.269958: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 1 (with mixed terms)              4              11                 0.992         0.991
2024-Nov-08 21:06:41.270958: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 2 (with mixed terms)              4              15                 0.996         0.995
2024-Nov-08 21:06:41.273958: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[4] - Collecting results
2024-Nov-08 21:06:41.273958: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[5]
2024-Nov-08 21:06:41.281958: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[5]
2024-Nov-08 21:06:41.295959: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 1 (no mixed terms)                4               5                 0.982         0.982
2024-Nov-08 21:06:41.296959: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.998
2024-Nov-08 21:06:41.296959: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:06:41.299959: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[5] - Collecting results
2024-Nov-08 21:06:41.300958: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[6]
2024-Nov-08 21:06:41.306958: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[6]
2024-Nov-08 21:06:41.313958: INFO: Maximum_plastic_strain_P10 Moving Least Squares of order 2 (exponential weight, BoxCox) 4               9                 0.796         0.758
2024-Nov-08 21:06:41.319963: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 1 (no mixed terms)                4               5                 0.986         0.986
2024-Nov-08 21:06:41.319963: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.998
2024-Nov-08 21:06:41.320963: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:06:41.322962: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Moving Least Squares of order 1 (exponential weight)         2               3                 0.992         0.991
2024-Nov-08 21:06:41.322962: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[6] - Collecting results
2024-Nov-08 21:06:41.323963: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[7]
2024-Nov-08 21:06:41.325963: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Moving Least Squares of order 2 (exponential weight)         2               5                 0.995         0.994
2024-Nov-08 21:06:41.330962: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[7]
2024-Nov-08 21:06:41.344467: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 1 (no mixed terms)                4               5                 0.989         0.989
2024-Nov-08 21:06:41.345467: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.997
2024-Nov-08 21:06:41.345467: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:06:41.348467: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[7] - Collecting results
2024-Nov-08 21:06:41.349468: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[8]
2024-Nov-08 21:06:41.354469: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[8]
2024-Nov-08 21:06:41.361467: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[3] - Collecting results
2024-Nov-08 21:06:41.362467: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[9]
2024-Nov-08 21:06:41.367466: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 1 (no mixed terms)                4               5                 0.991         0.991
2024-Nov-08 21:06:41.367466: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.997
2024-Nov-08 21:06:41.367466: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[9]
2024-Nov-08 21:06:41.368467: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:06:41.370466: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[8] - Collecting results
2024-Nov-08 21:06:41.371469: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[10]
2024-Nov-08 21:06:41.377467: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[10]
2024-Nov-08 21:06:41.378466: INFO: Maximum_plastic_strain_P10 Kriging (isotropic kernel, BoxCox)                           4               1                 0.851         0.797
2024-Nov-08 21:06:41.380467: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 1 (no mixed terms)                3               4                 0.988         0.989
2024-Nov-08 21:06:41.380467: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 1 (with mixed terms)              3               7                 0.991         0.992
2024-Nov-08 21:06:41.381467: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 2 (with mixed terms)              3              10                 0.993         0.993
2024-Nov-08 21:06:41.381467: INFO: Finished metamodel evaluation for response Maximum_plastic_strain_P10 - Collecting results
2024-Nov-08 21:06:41.382467: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[11]
2024-Nov-08 21:06:41.383468: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[9] - Collecting results
2024-Nov-08 21:06:41.384467: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[12]
2024-Nov-08 21:06:41.388467: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[11]
2024-Nov-08 21:06:41.388467: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 1 (no mixed terms)                3               4                 0.993         0.993
2024-Nov-08 21:06:41.389467: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 1 (with mixed terms)              3               7                 0.995         0.995
2024-Nov-08 21:06:41.390467: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 2 (with mixed terms)              3              10                 0.997         0.997
2024-Nov-08 21:06:41.391466: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[12]
2024-Nov-08 21:06:41.392467: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[10] - Collecting results
2024-Nov-08 21:06:41.393466: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[13]
2024-Nov-08 21:06:41.399466: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 1 (no mixed terms)                3               4                 0.996         0.996
2024-Nov-08 21:06:41.400467: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 1 (with mixed terms)              3               7                 0.997         0.997
2024-Nov-08 21:06:41.400467: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[13]
2024-Nov-08 21:06:41.401467: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 2 (with mixed terms)              3              10                 0.998         0.998
2024-Nov-08 21:06:41.403467: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 1 (no mixed terms)                2               3                 0.990         0.990
2024-Nov-08 21:06:41.403467: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[11] - Collecting results
2024-Nov-08 21:06:41.404468: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 1 (with mixed terms)              2               4                 0.990         0.990
2024-Nov-08 21:06:41.404468: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[14]
2024-Nov-08 21:06:41.405467: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 2 (with mixed terms)              2               6                 0.989         0.990
2024-Nov-08 21:06:41.410466: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[14]
2024-Nov-08 21:06:41.413466: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 1 (no mixed terms)                2               3                 0.994         0.994
2024-Nov-08 21:06:41.414467: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 1 (with mixed terms)              2               4                 0.994         0.994
2024-Nov-08 21:06:41.416467: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 2 (with mixed terms)              2               6                 0.994         0.994
2024-Nov-08 21:06:41.418467: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[13] - Collecting results
2024-Nov-08 21:06:41.419469: INFO: Build subspaces for response min_gradient_Signal_ETKComplete_min_gradient_Signal
2024-Nov-08 21:06:41.421469: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 1 (no mixed terms)                2               3                 0.997         0.997
2024-Nov-08 21:06:41.422469: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 1 (with mixed terms)              2               4                 0.997         0.997
2024-Nov-08 21:06:41.423470: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 2 (with mixed terms)              2               6                 0.997         0.997
2024-Nov-08 21:06:41.425470: INFO: Start metamodel evaluation for response min_gradient_Signal_ETKComplete_min_gradient_Signal
2024-Nov-08 21:06:41.425470: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[14] - Collecting results
2024-Nov-08 21:06:41.438988: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 1 (no mixed terms)                4               5                 0.860         0.860
2024-Nov-08 21:06:41.438988: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 1 (with mixed terms)              5              16                 0.929         0.918
2024-Nov-08 21:06:41.439988: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 2 (with mixed terms)              5              21                 0.945         0.932
2024-Nov-08 21:06:41.501987: INFO: RSE_Signal_P19      Moving Least Squares of order 1 (exponential weight)         3               4                 0.959         0.905
2024-Nov-08 21:06:41.503989: INFO: RSE_Signal_P19      Moving Least Squares of order 2 (exponential weight)         3               7                 0.955         0.915
2024-Nov-08 21:06:41.581365: INFO: RSE_Signal_P19      Kriging (isotropic kernel, BoxCox)                           4               1                 0.989         0.978
2024-Nov-08 21:06:41.587366: INFO: Finished metamodel evaluation for response RSE_Signal_P19 - Collecting results
2024-Nov-08 21:06:41.804885: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Moving Least Squares of order 1 (exponential weight)         2               3                 0.990         0.990
2024-Nov-08 21:06:41.810885: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Moving Least Squares of order 1 (exponential weight)         5               6                 0.938         0.913
2024-Nov-08 21:06:41.813933: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Moving Least Squares of order 2 (exponential weight)         5              11                 0.963         0.917
2024-Nov-08 21:06:41.842406: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Kriging (isotropic kernel)                                   5               1                 0.964         0.936
2024-Nov-08 21:06:41.847421: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Moving Least Squares of order 2 (exponential weight)         2               5                 0.990         0.990
2024-Nov-08 21:06:41.849426: INFO: Finished metamodel evaluation for response min_gradient_Signal_ETKComplete_min_gradient_Signal - Collecting results
2024-Nov-08 21:06:41.890415: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Kriging (isotropic kernel)                                   2               1                 0.990         0.990
2024-Nov-08 21:06:41.892413: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[12] - Collecting results
2024-Nov-08 21:06:41.893414: INFO:  Active response subspace 11111
2024-Nov-08 21:06:41.893414: INFO:  
2024-Nov-08 21:06:41.893414: INFO:  ***** Iteration 2: MOP results *****
2024-Nov-08 21:06:41.894413: INFO:    Data_Send_Processed_P17                               Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.894413: INFO:    Maximum_plastic_strain_P10                            Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.804155 sampleCoP 0
2024-Nov-08 21:06:41.894413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[0]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.895413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[1]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.895413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[2]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.895413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[3]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.895413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[4]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.895413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[5]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.895413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[6]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.896414: INFO:    force_steps_ref_ETKComplete_force_steps_ref[7]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.896414: INFO:    force_steps_ref_ETKComplete_force_steps_ref[8]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.896414: INFO:    force_steps_ref_ETKComplete_force_steps_ref[9]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.896414: INFO:    force_steps_ref_ETKComplete_force_steps_ref[10]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.896414: INFO:    force_steps_ref_ETKComplete_force_steps_ref[11]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.896414: INFO:    force_steps_ref_ETKComplete_force_steps_ref[12]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.897413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[13]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.897413: INFO:    force_steps_ref_ETKComplete_force_steps_ref[14]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.897413: INFO:    Minimum_plastic_strain_P9                             Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.927326 sampleCoP 0.369226
2024-Nov-08 21:06:41.897413: INFO:    RSE_Signal_P19                                        Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.973918 sampleCoP 0.799087
2024-Nov-08 21:06:41.897413: INFO:    min_gradient_Signal_P18                               Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.897413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[0]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.898413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[1]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.898413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[2]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 21:06:41.898413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[3]        Moving Least Squares of order 1 (exponential weight)      CoP 0.990618 sampleCoP 0.89391
2024-Nov-08 21:06:41.898413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[4]        Linear Regression of order 1 (with mixed terms)           CoP 0.991246 sampleCoP 0.819925
2024-Nov-08 21:06:41.898413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[5]        Linear Regression of order 1 (with mixed terms)           CoP 0.997988 sampleCoP 0.982327
2024-Nov-08 21:06:41.898413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[6]        Linear Regression of order 1 (with mixed terms)           CoP 0.997515 sampleCoP 0.97932
2024-Nov-08 21:06:41.899413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[7]        Linear Regression of order 1 (with mixed terms)           CoP 0.99743 sampleCoP 0.980024
2024-Nov-08 21:06:41.899413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[8]        Linear Regression of order 1 (no mixed terms)             CoP 0.991119 sampleCoP 0.928741
2024-Nov-08 21:06:41.899413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[9]        Linear Regression of order 1 (with mixed terms)           CoP 0.991531 sampleCoP 0.951962
2024-Nov-08 21:06:41.899413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[10]       Linear Regression of order 1 (no mixed terms)             CoP 0.993233 sampleCoP 0.914214
2024-Nov-08 21:06:41.899413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[11]       Linear Regression of order 1 (no mixed terms)             CoP 0.99587 sampleCoP 0.94002
2024-Nov-08 21:06:41.899413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[12]       Linear Regression of order 1 (no mixed terms)             CoP 0.989933 sampleCoP 0.890981
2024-Nov-08 21:06:41.900413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[13]       Linear Regression of order 1 (no mixed terms)             CoP 0.994434 sampleCoP 0.938658
2024-Nov-08 21:06:41.900413: INFO:    force_steps_sim_ETKComplete_force_steps_sim[14]       Linear Regression of order 1 (no mixed terms)             CoP 0.996745 sampleCoP 0.968996
2024-Nov-08 21:06:41.900413: INFO:    min_gradient_Signal_ETKComplete_min_gradient_Signal   Linear Regression of order 2 (with mixed terms)           CoP 0.932085 sampleCoP 0
2024-Nov-08 21:06:42.031058: INFO:  
2024-Nov-08 21:06:42.031058: INFO:  ***** Iteration 3: Global Sampling *****
2024-Nov-08 21:06:42.031058: INFO:  Considering 100 previous designs
2024-Nov-08 21:06:42.032325: INFO:  Number of new designs 50
2024-Nov-08 21:58:05.456361: INFO:  
2024-Nov-08 21:58:05.457361: INFO:  ***** Iteration 3: Building MOP *****
2024-Nov-08 21:58:05.457361: INFO:  Design history: ranges Input 0 1.604e+11 1.996e+11
2024-Nov-08 21:58:05.457361: INFO:  Design history: ranges Input 1 1105 1595
2024-Nov-08 21:58:05.457361: INFO:  Design history: ranges Input 2 10.99 990.01
2024-Nov-08 21:58:05.457361: INFO:  Design history: ranges Input 3 405 895
2024-Nov-08 21:58:05.458516: INFO:  Design history: ranges Input 4 162.4 397.6
2024-Nov-08 21:58:05.458516: INFO:  Design history: Inputs 150 5
2024-Nov-08 21:58:05.459521: INFO:  Design history: Responses 150 36
2024-Nov-08 21:58:05.459521: INFO:  Minimum designs per response : 150
2024-Nov-08 21:58:05.461521: INFO:  Max. responses in parallel: 4
2024-Nov-08 21:58:05.461521: INFO:  Build MOP for response Data_Send_Processed_P17 with 150 designs
2024-Nov-08 21:58:05.461521: INFO:  Build MOP for response Maximum_plastic_strain_P10 with 150 designs
2024-Nov-08 21:58:05.462521: INFO: Build subspaces for response Data_Send_Processed_P17
2024-Nov-08 21:58:05.462521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[0] with 150 designs
2024-Nov-08 21:58:05.462521: INFO: Build subspaces for response Maximum_plastic_strain_P10
2024-Nov-08 21:58:05.462521: INFO: Start metamodel evaluation for response Data_Send_Processed_P17
2024-Nov-08 21:58:05.463521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[1] with 150 designs
2024-Nov-08 21:58:05.463521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[2] with 150 designs
2024-Nov-08 21:58:05.463521: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[1]
2024-Nov-08 21:58:05.463521: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[0]
2024-Nov-08 21:58:05.463521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[3] with 150 designs
2024-Nov-08 21:58:05.464529: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[1]
2024-Nov-08 21:58:05.464529: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[0]
2024-Nov-08 21:58:05.464529: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[4] with 150 designs
2024-Nov-08 21:58:05.464529: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[5] with 150 designs
2024-Nov-08 21:58:05.464529: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[6] with 150 designs
2024-Nov-08 21:58:05.464529: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[7] with 150 designs
2024-Nov-08 21:58:05.465521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[8] with 150 designs
2024-Nov-08 21:58:05.465521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[9] with 150 designs
2024-Nov-08 21:58:05.465521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[10] with 150 designs
2024-Nov-08 21:58:05.465521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[11] with 150 designs
2024-Nov-08 21:58:05.465521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[12] with 150 designs
2024-Nov-08 21:58:05.465521: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[13] with 150 designs
2024-Nov-08 21:58:05.466520: INFO:  Build MOP for response force_steps_ref_ETKComplete_force_steps_ref[14] with 150 designs
2024-Nov-08 21:58:05.466520: INFO:  Build MOP for response Minimum_plastic_strain_P9 with 150 designs
2024-Nov-08 21:58:05.466520: INFO:  Build MOP for response RSE_Signal_P19 with 150 designs
2024-Nov-08 21:58:05.466520: INFO:  Build MOP for response min_gradient_Signal_P18 with 150 designs
2024-Nov-08 21:58:05.466520: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[0] with 150 designs
2024-Nov-08 21:58:05.466520: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[1] with 150 designs
2024-Nov-08 21:58:05.467521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[2] with 150 designs
2024-Nov-08 21:58:05.467521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[3] with 150 designs
2024-Nov-08 21:58:05.467521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[4] with 150 designs
2024-Nov-08 21:58:05.467521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[5] with 150 designs
2024-Nov-08 21:58:05.467521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[6] with 150 designs
2024-Nov-08 21:58:05.467521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[7] with 150 designs
2024-Nov-08 21:58:05.467521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[8] with 150 designs
2024-Nov-08 21:58:05.468521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[9] with 150 designs
2024-Nov-08 21:58:05.468521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[10] with 150 designs
2024-Nov-08 21:58:05.468521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[11] with 150 designs
2024-Nov-08 21:58:05.468521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[12] with 150 designs
2024-Nov-08 21:58:05.468521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[13] with 150 designs
2024-Nov-08 21:58:05.469521: INFO:  Build MOP for response force_steps_sim_ETKComplete_force_steps_sim[14] with 150 designs
2024-Nov-08 21:58:05.469521: INFO:  Build MOP for response min_gradient_Signal_ETKComplete_min_gradient_Signal with 150 designs
2024-Nov-08 21:58:05.471590: INFO: Start metamodel evaluation for response Maximum_plastic_strain_P10
2024-Nov-08 21:58:05.486716: INFO: Data_Send_Processed_P17 Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.486716: INFO: Finished metamodel evaluation for response Data_Send_Processed_P17 - Collecting results
2024-Nov-08 21:58:05.487715: INFO: force_steps_ref_ETKComplete_force_steps_ref[1] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.487715: INFO: force_steps_ref_ETKComplete_force_steps_ref[0] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.487715: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[2]
2024-Nov-08 21:58:05.487715: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[1] - Collecting results
2024-Nov-08 21:58:05.487715: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[0] - Collecting results
2024-Nov-08 21:58:05.488718: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[2]
2024-Nov-08 21:58:05.488718: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[3]
2024-Nov-08 21:58:05.488718: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[4]
2024-Nov-08 21:58:05.489722: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[3]
2024-Nov-08 21:58:05.489722: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[4]
2024-Nov-08 21:58:05.506721: INFO: Maximum_plastic_strain_P10 Linear Regression of order 1 (no mixed terms)                4               5                 0.699         0.691
2024-Nov-08 21:58:05.507721: INFO: Maximum_plastic_strain_P10 Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.786         0.773
2024-Nov-08 21:58:05.507721: INFO: Maximum_plastic_strain_P10 Linear Regression of order 2 (with mixed terms)              4              15                 0.790         0.768
2024-Nov-08 21:58:05.511731: INFO: force_steps_ref_ETKComplete_force_steps_ref[2] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.512721: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[2] - Collecting results
2024-Nov-08 21:58:05.512721: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[5]
2024-Nov-08 21:58:05.512721: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[5]
2024-Nov-08 21:58:05.512721: INFO: force_steps_ref_ETKComplete_force_steps_ref[3] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.512721: INFO: force_steps_ref_ETKComplete_force_steps_ref[4] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.513947: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[3] - Collecting results
2024-Nov-08 21:58:05.513947: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[4] - Collecting results
2024-Nov-08 21:58:05.513947: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[6]
2024-Nov-08 21:58:05.513947: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[7]
2024-Nov-08 21:58:05.514948: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[6]
2024-Nov-08 21:58:05.514948: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[7]
2024-Nov-08 21:58:05.537947: INFO: force_steps_ref_ETKComplete_force_steps_ref[5] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.537947: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[5] - Collecting results
2024-Nov-08 21:58:05.537947: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[8]
2024-Nov-08 21:58:05.537947: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[8]
2024-Nov-08 21:58:05.538948: INFO: force_steps_ref_ETKComplete_force_steps_ref[6] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.539948: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[6] - Collecting results
2024-Nov-08 21:58:05.539948: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[9]
2024-Nov-08 21:58:05.539948: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[9]
2024-Nov-08 21:58:05.544947: INFO: force_steps_ref_ETKComplete_force_steps_ref[7] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.544947: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[7] - Collecting results
2024-Nov-08 21:58:05.544947: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[10]
2024-Nov-08 21:58:05.545947: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[10]
2024-Nov-08 21:58:05.563948: INFO: force_steps_ref_ETKComplete_force_steps_ref[8] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.564947: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[8] - Collecting results
2024-Nov-08 21:58:05.564947: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[11]
2024-Nov-08 21:58:05.564947: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[11]
2024-Nov-08 21:58:05.565947: INFO: force_steps_ref_ETKComplete_force_steps_ref[9] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.565947: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[9] - Collecting results
2024-Nov-08 21:58:05.565947: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[12]
2024-Nov-08 21:58:05.565947: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[12]
2024-Nov-08 21:58:05.568948: INFO: force_steps_ref_ETKComplete_force_steps_ref[10] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.568948: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[10] - Collecting results
2024-Nov-08 21:58:05.568948: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[13]
2024-Nov-08 21:58:05.569948: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[13]
2024-Nov-08 21:58:05.588946: INFO: force_steps_ref_ETKComplete_force_steps_ref[11] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.588946: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[11] - Collecting results
2024-Nov-08 21:58:05.589947: INFO: Build subspaces for response force_steps_ref_ETKComplete_force_steps_ref[14]
2024-Nov-08 21:58:05.589947: INFO: Start metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[14]
2024-Nov-08 21:58:05.590947: INFO: force_steps_ref_ETKComplete_force_steps_ref[12] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.590947: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[12] - Collecting results
2024-Nov-08 21:58:05.591948: INFO: Build subspaces for response Minimum_plastic_strain_P9
2024-Nov-08 21:58:05.592955: INFO: force_steps_ref_ETKComplete_force_steps_ref[13] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.592955: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[13] - Collecting results
2024-Nov-08 21:58:05.592955: INFO: Build subspaces for response RSE_Signal_P19
2024-Nov-08 21:58:05.599972: INFO: Start metamodel evaluation for response RSE_Signal_P19
2024-Nov-08 21:58:05.600965: INFO: Start metamodel evaluation for response Minimum_plastic_strain_P9
2024-Nov-08 21:58:05.612963: INFO: force_steps_ref_ETKComplete_force_steps_ref[14] Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.613468: INFO: Finished metamodel evaluation for response force_steps_ref_ETKComplete_force_steps_ref[14] - Collecting results
2024-Nov-08 21:58:05.613468: INFO: Build subspaces for response min_gradient_Signal_P18
2024-Nov-08 21:58:05.613468: INFO: Start metamodel evaluation for response min_gradient_Signal_P18
2024-Nov-08 21:58:05.631472: INFO: RSE_Signal_P19      Linear Regression of order 1 (no mixed terms)                2               3                 0.217         0.220
2024-Nov-08 21:58:05.631472: INFO: RSE_Signal_P19      Linear Regression of order 1 (with mixed terms, BoxCox)      4              11                 0.788         0.778
2024-Nov-08 21:58:05.632472: INFO: RSE_Signal_P19      Linear Regression of order 2 (with mixed terms, BoxCox)      4              15                 0.979         0.975
2024-Nov-08 21:58:05.633472: INFO: Minimum_plastic_strain_P9 Linear Regression of order 1 (no mixed terms)                4               5                 0.805         0.805
2024-Nov-08 21:58:05.633472: INFO: Minimum_plastic_strain_P9 Linear Regression of order 1 (with mixed terms)              5              16                 0.906         0.896
2024-Nov-08 21:58:05.634473: INFO: Minimum_plastic_strain_P9 Linear Regression of order 2 (with mixed terms, BoxCox)      5              21                 0.949         0.939
2024-Nov-08 21:58:05.636472: INFO: min_gradient_Signal_P18 Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2024-Nov-08 21:58:05.636472: INFO: Finished metamodel evaluation for response min_gradient_Signal_P18 - Collecting results
2024-Nov-08 21:58:05.637472: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[0]
2024-Nov-08 21:58:05.646476: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[0]
2024-Nov-08 21:58:05.674480: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:58:05.674480: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 21:58:05.675473: INFO: force_steps_sim_ETKComplete_force_steps_sim[0] Linear Regression of order 2 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:58:05.676474: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[0] - Collecting results
2024-Nov-08 21:58:05.677482: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[1]
2024-Nov-08 21:58:05.686472: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[1]
2024-Nov-08 21:58:05.714999: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:58:05.714999: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 21:58:05.715999: INFO: force_steps_sim_ETKComplete_force_steps_sim[1] Linear Regression of order 2 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:58:05.716999: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[1] - Collecting results
2024-Nov-08 21:58:05.718339: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[2]
2024-Nov-08 21:58:05.728346: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[2]
2024-Nov-08 21:58:05.756355: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 1 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:58:05.757354: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 1 (with mixed terms)              1               2                 1.000         1.000
2024-Nov-08 21:58:05.757354: INFO: force_steps_sim_ETKComplete_force_steps_sim[2] Linear Regression of order 2 (no mixed terms)                1               2                 1.000         1.000
2024-Nov-08 21:58:05.758477: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[2] - Collecting results
2024-Nov-08 21:58:05.760912: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[3]
2024-Nov-08 21:58:05.768901: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[3]
2024-Nov-08 21:58:05.798907: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 1 (no mixed terms)                2               3                 0.936         0.936
2024-Nov-08 21:58:05.798907: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 1 (with mixed terms)              2               4                 0.967         0.966
2024-Nov-08 21:58:05.801053: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Linear Regression of order 2 (with mixed terms)              2               6                 0.988         0.988
2024-Nov-08 21:58:06.476733: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Moving Least Squares of order 1 (exponential weight)         2               3                 0.996         0.995
2024-Nov-08 21:58:06.478733: INFO: force_steps_sim_ETKComplete_force_steps_sim[3] Moving Least Squares of order 2 (exponential weight)         2               5                 0.996         0.995
2024-Nov-08 21:58:06.523814: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[3] - Collecting results
2024-Nov-08 21:58:06.525814: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[4]
2024-Nov-08 21:58:06.533810: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[4]
2024-Nov-08 21:58:06.560813: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 1 (no mixed terms)                4               5                 0.968         0.969
2024-Nov-08 21:58:06.561815: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 1 (with mixed terms)              4              11                 0.994         0.993
2024-Nov-08 21:58:06.561815: INFO: force_steps_sim_ETKComplete_force_steps_sim[4] Linear Regression of order 2 (with mixed terms)              4              15                 0.996         0.996
2024-Nov-08 21:58:06.564815: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[4] - Collecting results
2024-Nov-08 21:58:06.566806: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[5]
2024-Nov-08 21:58:06.575807: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[5]
2024-Nov-08 21:58:06.604833: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 1 (no mixed terms)                4               5                 0.983         0.983
2024-Nov-08 21:58:06.605832: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.998
2024-Nov-08 21:58:06.606824: INFO: force_steps_sim_ETKComplete_force_steps_sim[5] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:58:06.609837: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[5] - Collecting results
2024-Nov-08 21:58:06.611833: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[6]
2024-Nov-08 21:58:06.622344: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[6]
2024-Nov-08 21:58:06.650352: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 1 (no mixed terms)                4               5                 0.987         0.987
2024-Nov-08 21:58:06.651353: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.998
2024-Nov-08 21:58:06.652353: INFO: force_steps_sim_ETKComplete_force_steps_sim[6] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:58:06.655354: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[6] - Collecting results
2024-Nov-08 21:58:06.657351: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[7]
2024-Nov-08 21:58:06.665353: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[7]
2024-Nov-08 21:58:06.694353: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 1 (no mixed terms)                4               5                 0.990         0.990
2024-Nov-08 21:58:06.694353: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.998
2024-Nov-08 21:58:06.695353: INFO: force_steps_sim_ETKComplete_force_steps_sim[7] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:58:06.698353: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[7] - Collecting results
2024-Nov-08 21:58:06.700369: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[8]
2024-Nov-08 21:58:06.708369: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[8]
2024-Nov-08 21:58:06.712369: INFO: Minimum_plastic_strain_P9 Moving Least Squares of order 1 (exponential weight)         5               6                 0.938         0.905
2024-Nov-08 21:58:06.718904: INFO: Minimum_plastic_strain_P9 Moving Least Squares of order 2 (exponential weight)         5              11                 0.945         0.903
2024-Nov-08 21:58:06.737903: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 1 (no mixed terms)                4               5                 0.992         0.992
2024-Nov-08 21:58:06.737903: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 1 (with mixed terms)              4              11                 0.998         0.998
2024-Nov-08 21:58:06.737903: INFO: force_steps_sim_ETKComplete_force_steps_sim[8] Linear Regression of order 2 (with mixed terms)              4              15                 1.000         1.000
2024-Nov-08 21:58:06.740903: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[8] - Collecting results
2024-Nov-08 21:58:06.742905: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[9]
2024-Nov-08 21:58:06.750040: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[9]
2024-Nov-08 21:58:06.779054: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 1 (no mixed terms)                3               4                 0.989         0.989
2024-Nov-08 21:58:06.779054: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 1 (with mixed terms)              3               7                 0.992         0.992
2024-Nov-08 21:58:06.780045: INFO: force_steps_sim_ETKComplete_force_steps_sim[9] Linear Regression of order 2 (with mixed terms)              3              10                 0.993         0.993
2024-Nov-08 21:58:06.783053: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[9] - Collecting results
2024-Nov-08 21:58:06.785053: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[10]
2024-Nov-08 21:58:06.794054: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[10]
2024-Nov-08 21:58:06.822659: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 1 (no mixed terms)                3               4                 0.993         0.993
2024-Nov-08 21:58:06.823660: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 1 (with mixed terms)              3               7                 0.995         0.995
2024-Nov-08 21:58:06.823660: INFO: force_steps_sim_ETKComplete_force_steps_sim[10] Linear Regression of order 2 (with mixed terms)              3              10                 0.997         0.997
2024-Nov-08 21:58:06.826659: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[10] - Collecting results
2024-Nov-08 21:58:06.828659: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[11]
2024-Nov-08 21:58:06.836658: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[11]
2024-Nov-08 21:58:06.858659: INFO: Minimum_plastic_strain_P9 Kriging (isotropic kernel, BoxCox)                           5               1                 0.967         0.940
2024-Nov-08 21:58:06.865659: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 1 (no mixed terms)                3               4                 0.996         0.996
2024-Nov-08 21:58:06.865659: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 1 (with mixed terms)              3               7                 0.997         0.997
2024-Nov-08 21:58:06.866659: INFO: force_steps_sim_ETKComplete_force_steps_sim[11] Linear Regression of order 2 (with mixed terms)              3              10                 0.998         0.998
2024-Nov-08 21:58:06.866659: INFO: Finished metamodel evaluation for response Minimum_plastic_strain_P9 - Collecting results
2024-Nov-08 21:58:06.868659: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[12]
2024-Nov-08 21:58:06.868659: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[11] - Collecting results
2024-Nov-08 21:58:06.870659: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[13]
2024-Nov-08 21:58:06.875653: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[12]
2024-Nov-08 21:58:06.877660: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[13]
2024-Nov-08 21:58:06.900677: INFO: Maximum_plastic_strain_P10 Moving Least Squares of order 1 (exponential weight)         4               5                 0.786         0.755
2024-Nov-08 21:58:06.903677: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 1 (no mixed terms)                2               3                 0.990         0.990
2024-Nov-08 21:58:06.904677: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 1 (with mixed terms)              2               4                 0.990         0.990
2024-Nov-08 21:58:06.904677: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 1 (no mixed terms)                2               3                 0.994         0.994
2024-Nov-08 21:58:06.905669: INFO: Maximum_plastic_strain_P10 Moving Least Squares of order 2 (exponential weight)         4               9                 0.786         0.746
2024-Nov-08 21:58:06.906669: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Linear Regression of order 2 (with mixed terms)              2               6                 0.990         0.990
2024-Nov-08 21:58:06.906669: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 1 (with mixed terms)              2               4                 0.994         0.994
2024-Nov-08 21:58:06.908670: INFO: force_steps_sim_ETKComplete_force_steps_sim[13] Linear Regression of order 2 (with mixed terms)              2               6                 0.994         0.994
2024-Nov-08 21:58:06.912674: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[13] - Collecting results
2024-Nov-08 21:58:06.915208: INFO: Build subspaces for response force_steps_sim_ETKComplete_force_steps_sim[14]
2024-Nov-08 21:58:06.924207: INFO: Start metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[14]
2024-Nov-08 21:58:06.952206: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 1 (no mixed terms)                2               3                 0.997         0.997
2024-Nov-08 21:58:06.954207: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 1 (with mixed terms)              2               4                 0.997         0.997
2024-Nov-08 21:58:06.955207: INFO: force_steps_sim_ETKComplete_force_steps_sim[14] Linear Regression of order 2 (with mixed terms)              2               6                 0.997         0.997
2024-Nov-08 21:58:06.957207: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[14] - Collecting results
2024-Nov-08 21:58:06.959207: INFO: Build subspaces for response min_gradient_Signal_ETKComplete_min_gradient_Signal
2024-Nov-08 21:58:06.968207: INFO: Start metamodel evaluation for response min_gradient_Signal_ETKComplete_min_gradient_Signal
2024-Nov-08 21:58:06.998207: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 1 (no mixed terms)                4               5                 0.854         0.851
2024-Nov-08 21:58:06.999208: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 1 (with mixed terms)              5              16                 0.922         0.913
2024-Nov-08 21:58:06.999208: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Linear Regression of order 2 (with mixed terms)              5              21                 0.934         0.925
2024-Nov-08 21:58:07.031859: INFO: Maximum_plastic_strain_P10 Kriging (isotropic kernel)                                   4               1                 0.820         0.774
2024-Nov-08 21:58:07.035860: INFO: Finished metamodel evaluation for response Maximum_plastic_strain_P10 - Collecting results
2024-Nov-08 21:58:07.124409: INFO: RSE_Signal_P19      Moving Least Squares of order 1 (exponential weight)         3               4                 0.954         0.924
2024-Nov-08 21:58:07.126400: INFO: RSE_Signal_P19      Moving Least Squares of order 2 (exponential weight)         3               7                 0.970         0.940
2024-Nov-08 21:58:07.285947: INFO: RSE_Signal_P19      Kriging (isotropic kernel)                                   4               1                 0.996         0.982
2024-Nov-08 21:58:07.291947: INFO: Finished metamodel evaluation for response RSE_Signal_P19 - Collecting results
2024-Nov-08 21:58:07.812058: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Moving Least Squares of order 1 (exponential weight)         5               6                 0.935         0.912
2024-Nov-08 21:58:07.897595: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Moving Least Squares of order 1 (exponential weight)         2               3                 0.990         0.990
2024-Nov-08 21:58:07.901596: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Moving Least Squares of order 2 (exponential weight)         5              11                 0.948         0.914
2024-Nov-08 21:58:07.909595: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Moving Least Squares of order 2 (exponential weight)         2               5                 0.990         0.990
2024-Nov-08 21:58:07.989419: INFO: min_gradient_Signal_ETKComplete_min_gradient_Signal Kriging (isotropic kernel)                                   5               1                 0.951         0.929
2024-Nov-08 21:58:07.997420: INFO: Finished metamodel evaluation for response min_gradient_Signal_ETKComplete_min_gradient_Signal - Collecting results
2024-Nov-08 21:58:08.019970: INFO: force_steps_sim_ETKComplete_force_steps_sim[12] Kriging (isotropic kernel)                                   2               1                 0.990         0.990
2024-Nov-08 21:58:08.022970: INFO: Finished metamodel evaluation for response force_steps_sim_ETKComplete_force_steps_sim[12] - Collecting results
2024-Nov-08 21:58:08.023970: INFO:  Active response subspace 11111
2024-Nov-08 21:58:08.024963: INFO:  
2024-Nov-08 21:58:08.024963: INFO:  ***** Iteration 3: MOP results *****
2024-Nov-08 21:58:08.024963: INFO:    Data_Send_Processed_P17                               Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.024963: INFO:    Maximum_plastic_strain_P10                            Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.773256 sampleCoP 0
2024-Nov-08 21:58:08.025974: INFO:    force_steps_ref_ETKComplete_force_steps_ref[0]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.025974: INFO:    force_steps_ref_ETKComplete_force_steps_ref[1]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.025974: INFO:    force_steps_ref_ETKComplete_force_steps_ref[2]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.025974: INFO:    force_steps_ref_ETKComplete_force_steps_ref[3]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.025974: INFO:    force_steps_ref_ETKComplete_force_steps_ref[4]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.025974: INFO:    force_steps_ref_ETKComplete_force_steps_ref[5]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.025974: INFO:    force_steps_ref_ETKComplete_force_steps_ref[6]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.026970: INFO:    force_steps_ref_ETKComplete_force_steps_ref[7]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.026970: INFO:    force_steps_ref_ETKComplete_force_steps_ref[8]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.026970: INFO:    force_steps_ref_ETKComplete_force_steps_ref[9]        Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.026970: INFO:    force_steps_ref_ETKComplete_force_steps_ref[10]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.026970: INFO:    force_steps_ref_ETKComplete_force_steps_ref[11]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.026970: INFO:    force_steps_ref_ETKComplete_force_steps_ref[12]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.027961: INFO:    force_steps_ref_ETKComplete_force_steps_ref[13]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.027961: INFO:    force_steps_ref_ETKComplete_force_steps_ref[14]       Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.027961: INFO:    Minimum_plastic_strain_P9                             Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.938603 sampleCoP 0.486737
2024-Nov-08 21:58:08.027961: INFO:    RSE_Signal_P19                                        Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.974786 sampleCoP 0.772466
2024-Nov-08 21:58:08.027961: INFO:    min_gradient_Signal_P18                               Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.027961: INFO:    force_steps_sim_ETKComplete_force_steps_sim[0]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.028971: INFO:    force_steps_sim_ETKComplete_force_steps_sim[1]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.028971: INFO:    force_steps_sim_ETKComplete_force_steps_sim[2]        Linear Regression of order 1 (with mixed terms)           CoP 1 sampleCoP 1
2024-Nov-08 21:58:08.028971: INFO:    force_steps_sim_ETKComplete_force_steps_sim[3]        Moving Least Squares of order 1 (exponential weight)      CoP 0.994605 sampleCoP 0.895394
2024-Nov-08 21:58:08.028971: INFO:    force_steps_sim_ETKComplete_force_steps_sim[4]        Linear Regression of order 1 (with mixed terms)           CoP 0.99337 sampleCoP 0.799345
2024-Nov-08 21:58:08.028971: INFO:    force_steps_sim_ETKComplete_force_steps_sim[5]        Linear Regression of order 1 (with mixed terms)           CoP 0.998343 sampleCoP 0.983617
2024-Nov-08 21:58:08.028971: INFO:    force_steps_sim_ETKComplete_force_steps_sim[6]        Linear Regression of order 1 (with mixed terms)           CoP 0.997826 sampleCoP 0.980287
2024-Nov-08 21:58:08.028971: INFO:    force_steps_sim_ETKComplete_force_steps_sim[7]        Linear Regression of order 1 (with mixed terms)           CoP 0.997661 sampleCoP 0.980669
2024-Nov-08 21:58:08.030297: INFO:    force_steps_sim_ETKComplete_force_steps_sim[8]        Linear Regression of order 1 (no mixed terms)             CoP 0.991744 sampleCoP 0.923742
2024-Nov-08 21:58:08.030297: INFO:    force_steps_sim_ETKComplete_force_steps_sim[9]        Linear Regression of order 1 (with mixed terms)           CoP 0.99156 sampleCoP 0.943221
2024-Nov-08 21:58:08.030297: INFO:    force_steps_sim_ETKComplete_force_steps_sim[10]       Linear Regression of order 1 (no mixed terms)             CoP 0.993239 sampleCoP 0.905998
2024-Nov-08 21:58:08.030297: INFO:    force_steps_sim_ETKComplete_force_steps_sim[11]       Linear Regression of order 1 (no mixed terms)             CoP 0.995808 sampleCoP 0.934179
2024-Nov-08 21:58:08.031303: INFO:    force_steps_sim_ETKComplete_force_steps_sim[12]       Linear Regression of order 1 (no mixed terms)             CoP 0.989948 sampleCoP 0.884421
2024-Nov-08 21:58:08.031303: INFO:    force_steps_sim_ETKComplete_force_steps_sim[13]       Linear Regression of order 1 (no mixed terms)             CoP 0.994459 sampleCoP 0.935234
2024-Nov-08 21:58:08.031303: INFO:    force_steps_sim_ETKComplete_force_steps_sim[14]       Linear Regression of order 1 (no mixed terms)             CoP 0.996735 sampleCoP 0.966943
2024-Nov-08 21:58:08.031303: INFO:    min_gradient_Signal_ETKComplete_min_gradient_Signal   Linear Regression of order 2 (with mixed terms)           CoP 0.925344 sampleCoP 0
