******* ellipsoid *******
  * Generation 0: best_so_far_y 1.16498e+09, min(y) 1.16498e+09 & Evaluations 1
  * Generation 50000: best_so_far_y 3.37762e+06, min(y) 3.37984e+06 & Evaluations 50001
  * Generation 100000: best_so_far_y 1.58847e+06, min(y) 1.58905e+06 & Evaluations 100001
  * Generation 150000: best_so_far_y 1.03727e+06, min(y) 1.03731e+06 & Evaluations 150001
  * Generation 200000: best_so_far_y 7.78568e+05, min(y) 7.78576e+05 & Evaluations 200001
  * Generation 250000: best_so_far_y 6.15666e+05, min(y) 6.15704e+05 & Evaluations 250001
  * Generation 300000: best_so_far_y 5.09793e+05, min(y) 5.09822e+05 & Evaluations 300001
  * Generation 350000: best_so_far_y 4.33485e+05, min(y) 4.33506e+05 & Evaluations 350001
  * Generation 400000: best_so_far_y 3.77201e+05, min(y) 3.77201e+05 & Evaluations 400001
  * Generation 450000: best_so_far_y 3.34476e+05, min(y) 3.34476e+05 & Evaluations 450001
  * Generation 500000: best_so_far_y 2.99839e+05, min(y) 2.99844e+05 & Evaluations 500001
  * Generation 550000: best_so_far_y 2.72161e+05, min(y) 2.72165e+05 & Evaluations 550001
  * Generation 600000: best_so_far_y 2.48562e+05, min(y) 2.48570e+05 & Evaluations 600001
  * Generation 650000: best_so_far_y 2.28864e+05, min(y) 2.28871e+05 & Evaluations 650001
  * Generation 700000: best_so_far_y 2.12382e+05, min(y) 2.12382e+05 & Evaluations 700001
  * Generation 750000: best_so_far_y 1.97860e+05, min(y) 1.97860e+05 & Evaluations 750001
  * Generation 800000: best_so_far_y 1.85179e+05, min(y) 1.85183e+05 & Evaluations 800001
  * Generation 850000: best_so_far_y 1.73943e+05, min(y) 1.73946e+05 & Evaluations 850001
  * Generation 897070: best_so_far_y 1.64738e+05, min(y) 1.64738e+05 & Evaluations 897071
{'best_so_far_x': array([ 5.23657610e+00,  1.29078450e+01,  9.28121392e+00,  2.06956198e+00,
       ...,
       -5.37532849e-04,  7.89370298e-04, -1.04619493e-04,  5.97256344e-04]),
 'best_so_far_y': 164737.86206338403,
 'n_function_evaluations': 897071,
 'runtime': 3600.502124071121,
 'termination_signal': <Terminations.MAX_RUNTIME: 2>,
 'time_function_evaluations': 238.33635067939758,
 'fitness': array([[1.00000000e+00, 1.16497779e+09],
       [2.00000000e+05, 7.78567996e+05],
       [4.00000000e+05, 3.77200883e+05],
       [6.00000000e+05, 2.48562168e+05],
       [8.00000000e+05, 1.85179102e+05],
       [8.97071000e+05, 1.64737862e+05]]),
 'success': False,
 'mean': array([ 5.23657610e+00,  1.29078450e+01,  9.28121392e+00,  2.06956198e+00,
       ...,
       -5.37532849e-04,  7.89370298e-04, -1.04619493e-04,  5.97256344e-04]),
 'initial_mean': array([4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4.,
       ...,
       4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4.]),
 '_list_initial_mean': [],
 'sigma': 0.00014748750580988667,
 '_n_restart': 0,
 '_n_generations': 897070,
 '_list_generations': []}
*** Runtime: 3.60068e+03
******* rosenbrock *******
  * Generation 0: best_so_far_y 1.43946e+07, min(y) 1.43946e+07 & Evaluations 1
  * Generation 50000: best_so_far_y 3.53642e+03, min(y) 3.53692e+03 & Evaluations 50001
  * Generation 100000: best_so_far_y 2.64201e+03, min(y) 2.64219e+03 & Evaluations 100001
  * Generation 150000: best_so_far_y 2.46771e+03, min(y) 2.46775e+03 & Evaluations 150001
  * Generation 200000: best_so_far_y 2.34564e+03, min(y) 2.34567e+03 & Evaluations 200001
  * Generation 250000: best_so_far_y 2.14210e+03, min(y) 2.14215e+03 & Evaluations 250001
  * Generation 300000: best_so_far_y 1.98393e+03, min(y) 1.98393e+03 & Evaluations 300001
  * Generation 350000: best_so_far_y 1.90993e+03, min(y) 1.90994e+03 & Evaluations 350001
  * Generation 400000: best_so_far_y 1.90142e+03, min(y) 1.90142e+03 & Evaluations 400001
  * Generation 450000: best_so_far_y 1.89108e+03, min(y) 1.89108e+03 & Evaluations 450001
  * Generation 500000: best_so_far_y 1.81937e+03, min(y) 1.81938e+03 & Evaluations 500001
  * Generation 550000: best_so_far_y 1.80340e+03, min(y) 1.80340e+03 & Evaluations 550001
  * Generation 600000: best_so_far_y 1.73844e+03, min(y) 1.73844e+03 & Evaluations 600001
  * Generation 650000: best_so_far_y 1.73155e+03, min(y) 1.73155e+03 & Evaluations 650001
  * Generation 700000: best_so_far_y 1.72458e+03, min(y) 1.72458e+03 & Evaluations 700001
  * Generation 750000: best_so_far_y 1.71732e+03, min(y) 1.71732e+03 & Evaluations 750001
  * Generation 800000: best_so_far_y 1.71002e+03, min(y) 1.71002e+03 & Evaluations 800001
  * Generation 850000: best_so_far_y 1.70220e+03, min(y) 1.70221e+03 & Evaluations 850001
  * Generation 900000: best_so_far_y 1.69320e+03, min(y) 1.69320e+03 & Evaluations 900001
  * Generation 922034: best_so_far_y 1.68818e+03, min(y) 1.68818e+03 & Evaluations 922035
{'best_so_far_x': array([1.00212753e+00, 1.00148294e+00, 1.00301740e+00, 1.00091984e+00,
       ...,
       1.20956163e+00, 1.46422395e+00, 2.14968854e+00, 4.62407978e+00]),
 'best_so_far_y': 1688.1803781528374,
 'n_function_evaluations': 922035,
 'runtime': 3600.531662940979,
 'termination_signal': <Terminations.MAX_RUNTIME: 2>,
 'time_function_evaluations': 200.25869345664978,
 'fitness': array([[1.00000000e+00, 1.43945910e+07],
       [2.00000000e+05, 2.34563995e+03],
       [4.00000000e+05, 1.90142221e+03],
       [6.00000000e+05, 1.73844167e+03],
       [8.00000000e+05, 1.71001674e+03],
       [9.22035000e+05, 1.68818038e+03]]),
 'success': True,
 'mean': array([1.00212753e+00, 1.00148294e+00, 1.00301740e+00, 1.00091984e+00,
       ...,
       1.20956163e+00, 1.46422395e+00, 2.14968854e+00, 4.62407978e+00]),
 'initial_mean': array([4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4.,
       ...,
       4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4., 4.]),
 '_list_initial_mean': [],
 'sigma': 8.580525163063818e-05,
 '_n_restart': 0,
 '_n_generations': 922034,
 '_list_generations': []}
*** Runtime: 7.20127e+03
******* rastrigin *******
  * Generation 0: best_so_far_y 1.60000e+04, min(y) 1.60000e+04 & Evaluations 1
  * Generation 50000: best_so_far_y 1.59192e+04, min(y) 1.59192e+04 & Evaluations 50001
  * Generation 100000: best_so_far_y 1.59192e+04, min(y) 1.59192e+04 & Evaluations 100001
  * Generation 150000: best_so_far_y 1.59192e+04, min(y) 1.59192e+04 & Evaluations 150001
  * Generation 200000: best_so_far_y 1.59192e+04, min(y) 1.59192e+04 & Evaluations 200001
  * Generation 220267: best_so_far_y 1.59192e+04, min(y) 1.59192e+04 & Evaluations 220268
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.59192e+04, min(y) 1.87185e+04 & Evaluations 220269
  * Generation 50000: best_so_far_y 8.39544e+03, min(y) 8.39544e+03 & Evaluations 270269
  * Generation 100000: best_so_far_y 8.39541e+03, min(y) 8.39541e+03 & Evaluations 320269
  * Generation 150000: best_so_far_y 8.39541e+03, min(y) 8.39541e+03 & Evaluations 370269
  * Generation 200000: best_so_far_y 8.39541e+03, min(y) 8.39541e+03 & Evaluations 420269
  * Generation 242619: best_so_far_y 8.39541e+03, min(y) 8.39541e+03 & Evaluations 462888
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 8.39541e+03, min(y) 1.86935e+04 & Evaluations 462889
  * Generation 50000: best_so_far_y 8.39541e+03, min(y) 8.83222e+03 & Evaluations 512889
  * Generation 100000: best_so_far_y 8.39541e+03, min(y) 8.83219e+03 & Evaluations 562889
  * Generation 150000: best_so_far_y 8.39541e+03, min(y) 8.83219e+03 & Evaluations 612889
  * Generation 200000: best_so_far_y 8.39541e+03, min(y) 8.83219e+03 & Evaluations 662889
  * Generation 237809: best_so_far_y 8.39541e+03, min(y) 8.83219e+03 & Evaluations 700698
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 8.39541e+03, min(y) 1.79467e+04 & Evaluations 700699
  * Generation 50000: best_so_far_y 8.27405e+03, min(y) 8.27405e+03 & Evaluations 750699
  * Generation 100000: best_so_far_y 8.27403e+03, min(y) 8.27403e+03 & Evaluations 800699
  * Generation 150000: best_so_far_y 8.27403e+03, min(y) 8.27403e+03 & Evaluations 850699
  * Generation 200000: best_so_far_y 8.27403e+03, min(y) 8.27403e+03 & Evaluations 900699
  * Generation 250000: best_so_far_y 8.27403e+03, min(y) 8.27403e+03 & Evaluations 950699
  * Generation 292543: best_so_far_y 8.27403e+03, min(y) 8.27403e+03 & Evaluations 993242
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 8.27403e+03, min(y) 1.82171e+04 & Evaluations 993243
  * Generation 50000: best_so_far_y 8.27403e+03, min(y) 8.49891e+03 & Evaluations 1043243
  * Generation 100000: best_so_far_y 8.27403e+03, min(y) 8.49889e+03 & Evaluations 1093243
  * Generation 117224: best_so_far_y 8.27403e+03, min(y) 8.49889e+03 & Evaluations 1110467
{'best_so_far_x': array([ 4.97469142e+00,  9.94958655e-01,  2.98485568e+00,  1.98991220e+00,
       ...,
       -3.97978385e+00, -9.94958628e-01, -9.94958651e-01, -1.98991227e+00]),
 'best_so_far_y': 8274.026728070403,
 'n_function_evaluations': 1110467,
 'runtime': 3600.625735282898,
 'termination_signal': <Terminations.MAX_RUNTIME: 2>,
 'time_function_evaluations': 150.9072241783142,
 'fitness': array([[1.00000000e+00, 1.60000000e+04],
       [2.00000000e+05, 1.59192438e+04],
       [4.00000000e+05, 8.39540887e+03],
       [6.00000000e+05, 8.39540887e+03],
       [8.00000000e+05, 8.27402673e+03],
       [1.00000000e+06, 8.27402673e+03],
       [1.11046700e+06, 8.27402673e+03]]),
 'success': False,
 'mean': array([ 2.98485569e+00, -2.98485574e+00,  4.28574985e-08,  9.94958709e-01,
       ...,
       -6.23789957e-09, -2.98485567e+00, -4.97469142e+00,  9.94958620e-01]),
 'initial_mean': array([ 2.80836001, -3.6896377 , -0.72748371,  1.04628364,  1.32624651,
        ...,
        3.1375955 , -0.45255219, -3.02828088, -4.81844376,  0.31027175]),
 '_list_initial_mean': [],
 'sigma': array(3.32338518e-09),
 '_n_restart': 4,
 '_n_generations': 117224,
 '_list_generations': [220267, 242619, 237809, 292543]}
*** Runtime: 1.08020e+04
