Information in tkutils.set_exception(): Set excption handler sys.excepthook

#========================================================
#  optimize_mu_pi
#========================================================

Check infile parameter:
  Input file [D:/git/tkProg/tkprog_COE/electrical/Hall-T1.xlsx] is given.
  Paramter file is set to [D:\git\tkProg\tkprog_COE\electrical\Hall-T1.in].

Update parameters from command line arguments

Read configration file [D:\git\tkProg\tkprog_COE\electrical\Hall-T1.in]
Read parameters from [D:\git\tkProg\tkprog_COE\electrical\Hall-T1.in]
  a1: 1
  a2: 0
  a3: 0
  a4: 0
  a5: 0
  alpha: 0
  converted_file: 
  cv: 
  daemon: 0
  datafile: mu.xlsx
  dx: 1e-05
  Eop: 0.0446
  ffitfiles: 0
  fhistory: 1
  figsize: [8, 6]
  file1: 
  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
  infile: D:/git/tkProg/tkprog_COE/electrical/Hall-T1.xlsx
  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\electrical\Hall-T1-out.txt
  max_iter_mlp: 1000
  max_num_probes: 1
  method: nelder-mead
  mode: plot
  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
  p1: 0
  p2: -0.5
  p3: 0.5
  p4: -1
  p5: 1
  parameterfile: D:\git\tkProg\tkprog_COE\electrical\Hall-T1.in
  plot_interval: 5
  print_interval: 5
  run: 1
  sample: 
  score_mode: EI
  seed: 
  sigma0: 0
  surrogate_method: cg
  surrogate_model: gpr
  surrogate_scores: max
  target_var: 0
  test_data_ratio: 0.2
  Tmax: 1e+100
  Tmin: -1e+100
  tol: 1e-05
  trainfile: fit_db.xlsx
  use_cv: 0
  use_tkplt: 0
  VB: 0
  x0: 
  x1: 
  x_scale: 
  xatol: 0.0001
  xlabel: T(K)
  y_scale: log
  ylabel: mu(cm2/Vs)
infile: D:/git/tkProg/tkprog_COE/electrical/Hall-T1.xlsx
parameterfile: D:\git\tkProg\tkprog_COE\electrical\Hall-T1.in
stop file: D:\git\tkProg\tkprog_COE\electrical\stop
target property: 

Plot input data
infile   : D:/git/tkProg/tkprog_COE/electrical/Hall-T1.xlsx
In tkminimize_func.read_parameters():
Read parameters from [D:\git\tkProg\tkprog_COE\electrical\Hall-T1.in]
mode                 : plot
fplot                : 1
fhistory             : 1
ffitfiles            : 0
stop path            : D:\git\tkProg\tkprog_COE\electrical\stop
infile               : D:/git/tkProg/tkprog_COE/electrical/Hall-T1.xlsx
outfile              : input-repeat.xlsx

config parameter file : D:\git\tkProg\tkprog_COE\electrical\Hall-T1.in
fitting parameter file: D:\git\tkProg\tkprog_COE\electrical\Hall-T1_parameters.csv
history file          : D:\git\tkProg\tkprog_COE\electrical\Hall-T1-history.xlsx

Fitting configuration
  method  : nelder-mead
  jac     : 3-points
  tol     : 1e-05
  nmaxiter: 1000
  nmaxcall: 10000
  y_scale  : log
Fitting parameters red from [D:\git\tkProg\tkprog_COE\electrical\Hall-T1_parameters.csv]:
   00:         VB=           0 eV         (id=1) (linear=0) penality:        1 * (0 - 0.5)
   01:     sigma0=           0 eV         (id=0) (linear=0) penality:        1 * (0 - 0.5)
   02:        Eop=      0.0446 eV         (id=0) (linear=0) penality:        1 * (0 - 0.1)
   03:        aop=           0            (id=1) (linear=1) penality:        1 * (0 - 0.01)
   04:         p1=           0            (id=0) (linear=0) penality:        1 * (-1.5 - 2)
   05:         a1=           1            (id=1) (linear=1) penality:        1 * (0 - 0.01)
   06:         p2=         0.5            (id=0) (linear=0) penality:        1 * (-1.5 - 2)
   07:         a2=           0            (id=1) (linear=1) penality:        1 * (0 - 100)
   08:         p3=        -1.5            (id=0) (linear=0) penality:        1 * (-1.5 - 2)
   09:         a3=           0            (id=1) (linear=1) penality:        1 * (0 - 100)
   10:         p4=         1.5            (id=0) (linear=0) penality:        1 * (-1.5 - 2)
   11:         a4=           0            (id=1) (linear=1) penality:        1 * (0 - 100)
   12:         p5=           1            (id=0) (linear=0) penality:        1 * (-1.5 - 2)
   13:         a5=           0            (id=1) (linear=1) penality:        1 * (0 - 100)

minimize_func.read_input_data(): Read input data from [D:/git/tkProg/tkprog_COE/electrical/Hall-T1.xlsx]
  target samples: 
  T range: -1e+100 - 1e+100 K

Read [D:/git/tkProg/tkprog_COE/electrical/Hall-T1.xlsx]

T, mu
   13.48	     75.66
   30.92	     77.35
   75.73	      80.1
   121.2	     81.01
   166.5	     79.43
   211.8	     76.13
     257	     72.11
   302.2	     67.85
time at startup:26/06/05 12:25:55
time at end:26/06/05 12:25:55
Elapsed time from startup to end:   0.291786 sec