Information in tkutils.set_exception(): Set excption handler sys.excepthook #======================================================== # minimize sample program #======================================================== Check infile parameter: Input file [minimize] is given. Paramter file is set to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in]. Update paramers from command line arguments i=1 positional arg: fit Read configration file [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Read parameters from [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] alpha: 0 bg_c0: 0 bg_c1: 0 converted_file: cv: daemon: 0 datafile: mu.xlsx dx: 1e-05 ffitfiles: 0 fhistory: 1 figsize: [8, 6] file1: fit file2: file3: file4: file5: fitfile: mu-fit.xlsx fitfile_template: {filebody}_parameters.csv fmax_plot: 10 fmax_record: 2000 fmin_max_mlr: 60 fontsize: 16 fplot: 1 ga_nmaxiter: 3 graphupdateinterval: 10 help: 0 hidden_layer_sizes: 3,3,3 historyfile: D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx I0: 1 infile: minimize initialize_method: simplex input_template: interval: 50 ix_plot: ix_sort: jac: 3-points kvariance: 6 l1_ratio: 0.5 legend_fontsize: 12 logfile: D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-out.txt max_iter_mlp: 1000 max_num_probes: 1 method: simplex mode: fit mutation_rate: 0.01 n_restarts_optimizer: 50 ncal_error: 11 Nmax: 1e+23 nmax_surrogate_trial: 5 nmaxcall: 10000 nmaxdata: 20 nmaxiter: 1000 Nmin: 0 nohup: 0 nparents: 5 nsample: 100 num_rand_basis: 400 nx: 5 outfile: input-repeat.xlsx parameterfile: D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in plot_interval: 5 print_interval: 5 run: 1 sample: score_mode: EI seed: surrogate_method: cg surrogate_model: gpr surrogate_scores: max target_var: 0 test_data_ratio: 0.2 Tmax: 1000 Tmin: 0 tol: 1e-05 trainfile: fit_db.xlsx use_cv: 0 use_tkplt: 0 w: 0.5 x0: 0.2999945657794454 x1: x_scale: xatol: 0.0001 xc: 0 xlabel: 0 y_scale: ylabel: 1 infile: minimize parameterfile: D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in stop file: D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\stop Non-linear LSQ fitting: In tkminimize_func.read_parameters(): Read parameters from [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] mode : fit fplot : 1 fhistory : 1 ffitfiles : 0 stop path : D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\stop infile : minimize outfile : input-repeat.xlsx config parameter file : D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in fitting parameter file: D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv history file : D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx Fitting configuration method : simplex jac : 3-points tol : 1e-05 nmaxiter: 1000 nmaxcall: 10000 y_scale : Fitting parameters red from [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv]: 00: x0= 0.299995 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) 01: y0= -0.299998 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) Build initial simplex 0: 0.3 -0.3 1: 10.3 -0.3 2: 0.3 9.7 Parameter file: [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Fitting parameter file: [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] Read input data from [minimize] minimize_func.read_input_data(): No data to read from file Fitting parameters: 00: x0= 0.299995 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) 01: y0= -0.299998 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) Calculate initial function tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #168: fmin= 1.618e-05 xdiff= 0 0.299995 -0.299998 Initial plot method: simplex plot_std: False Optimize: Variables 00: x0= 0.299995 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) 01: y0= -0.299998 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) Optimizing parameters: method =nelder-mead nmaxiter=1000 tol =1e-05 xatol =0.0001 optpk=[0.2999945657794454, -0.29999821046786457] Start minimization: Normalized diffrence of parameters: 0 Normalized diffrence of parameters: 0.485437 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #169: fmin= 15.14 xdiff= 0.4854 10.3 -0.299998 Normalized diffrence of parameters: 0.708062 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #170: fmin= 15.14 xdiff= 0.7081 0.299995 9.7 Normalized diffrence of parameters: 1.08547 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #171: fmin= 17.29 xdiff= 1.085 10.3 -10.3 Normalized diffrence of parameters: 0.814103 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #172: fmin= 12.65 xdiff= 0.8141 2.79999 4.7 tkFit_mxy_flex._callback(): iter: 0 icall: 6 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.69443 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.744446 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #173: fmin= 16.13 xdiff= 0.7444 -7.20001 4.7 Normalized diffrence of parameters: 0.99494 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #174: fmin= 13.16 xdiff= 0.9949 5.92499 0.950002 tkFit_mxy_flex._callback(): iter: 1 icall: 9 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.811264 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.775425 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #175: fmin= 11.27 xdiff= 0.7754 -2.82501 3.45 tkFit_mxy_flex._callback(): iter: 2 icall: 11 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.775425 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.664495 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #176: fmin= 13.16 xdiff= 0.6645 -5.32501 -1.55 Normalized diffrence of parameters: 0.940967 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #177: fmin= 10.09 xdiff= 0.941 0.768745 3.1375 tkFit_mxy_flex._callback(): iter: 3 icall: 14 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.626934 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.527294 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #178: fmin= 10.17 xdiff= 0.5273 3.89374 -0.612498 Normalized diffrence of parameters: 0.856681 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #179: fmin= 6.401 xdiff= 0.8567 2.21406 0.403127 tkFit_mxy_flex._callback(): iter: 4 icall: 17 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.973335 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.611926 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #180: fmin= 9.209 xdiff= 0.6119 1.74531 -3.03437 Normalized diffrence of parameters: 0.263693 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #181: fmin= 5.582 xdiff= 0.2637 1.50117 -1.4914 tkFit_mxy_flex._callback(): iter: 5 icall: 20 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.565335 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.965181 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #182: fmin= 6.376 xdiff= 0.9652 -0.412896 -2.19453 Normalized diffrence of parameters: 0.80893 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #183: fmin= 4.327 xdiff= 0.8089 0.243842 -1.54512 tkFit_mxy_flex._callback(): iter: 6 icall: 23 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.413647 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.661058 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #184: fmin= 4.413 xdiff= 0.6611 -0.95733 -0.353709 Normalized diffrence of parameters: 0.390784 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #185: fmin= 4.108 xdiff= 0.3908 -0.342706 -0.638133 tkFit_mxy_flex._callback(): iter: 7 icall: 26 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.974396 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 1.2304 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #186: fmin= 4.562 xdiff= 1.23 -0.286553 0.606984 Normalized diffrence of parameters: 1.06017 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #187: fmin= 3.629 xdiff= 1.06 0.111243 -1.00709 tkFit_mxy_flex._callback(): iter: 8 icall: 29 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.47139 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.408265 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #188: fmin= 3.865 xdiff= 0.4083 0.753944 -0.668956 Normalized diffrence of parameters: 0.18191 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #189: fmin= 2.93 xdiff= 0.1819 0.479781 -0.66125 tkFit_mxy_flex._callback(): iter: 9 icall: 32 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.331241 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.638917 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #190: fmin= 3.561 xdiff= 0.6389 0.668532 0.0458422 Normalized diffrence of parameters: 0.614339 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #191: fmin= 1.748 xdiff= 0.6143 0.52921 -0.217391 tkFit_mxy_flex._callback(): iter: 10 icall: 35 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.256623 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.743143 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #192: fmin= 2.936 xdiff= 0.7431 0.349424 0.143861 Normalized diffrence of parameters: 0.66542 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #193: fmin= 1.557 xdiff= 0.6654 0.447192 -0.459972 tkFit_mxy_flex._callback(): iter: 11 icall: 38 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.239429 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Normalized diffrence of parameters: 0.262029 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #194: fmin= 1.848 xdiff= 0.262 0.217976 -0.54258 Normalized diffrence of parameters: 0.342585 tkFit_mxy_flex.save_history(): Add fmin and parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize-history.xlsx] DB #195: fmin= 0.9379 xdiff= 0.3426 0.451402 -0.298688 tkFit_mxy_flex._callback(): iter: 12 icall: 41 x0 : 0.3 y0 : -0.3 Normalized diffrence of parameters: 0.167722 tkFit_mxy_flex._callback(): f= 1.61831e-05 xdiff= 0 tkfit_mxy_flex.button_click(): Stop button pressed. Terminating... Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Function did not converge Final parameters: 00: x0= 0.299995 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) 01: y0= -0.299998 (id=1) (linear=1) penality: 1 * (-1e+10 - 1e+10) fmin=1e+300 Save configuration parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize.in] Save fitting parameters to [D:\git\tkProg\tkprog_COE\optimize\optimize_test\test\minimize_parameters.csv] (save_parameters) Plot optimized time at startup:24/11/16 17:15:49 time at end:24/11/16 17:15:55 Elapsed time from startup to end: 6.37101 sec