******* ellipsoid *******
  * Generation 0: best_so_far_y 6.09784e+06, min(y) 6.09784e+06 & Evaluations 100
  * Generation 55: best_so_far_y 7.97116e+04, min(y) 1.73535e+05 & Evaluations 5500
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 7.97116e+04, min(y) 9.24983e+05 & Evaluations 5700
  * Generation 33: best_so_far_y 5.04797e+04, min(y) 3.02773e+05 & Evaluations 12100
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 5.04797e+04, min(y) 3.50575e+05 & Evaluations 12500
  * Generation 18: best_so_far_y 5.04797e+04, min(y) 2.54623e+05 & Evaluations 19300
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 5.04797e+04, min(y) 2.31906e+06 & Evaluations 20100
  * Generation 17: best_so_far_y 1.66632e+04, min(y) 6.55211e+04 & Evaluations 32900
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.66632e+04, min(y) 6.59767e+05 & Evaluations 34500
  * Generation 16: best_so_far_y 4.01759e+03, min(y) 7.59767e+04 & Evaluations 58500
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 4.01759e+03, min(y) 6.12650e+04 & Evaluations 61700
  * Generation 22: best_so_far_y 4.01759e+03, min(y) 1.26496e+06 & Evaluations 128900
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 4.01759e+03, min(y) 3.70923e+06 & Evaluations 135300
  * Generation 14: best_so_far_y 4.01759e+03, min(y) 6.24283e+05 & Evaluations 218500
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 4.01759e+03, min(y) 3.33575e+05 & Evaluations 231300
  * Generation 19: best_so_far_y 4.01759e+03, min(y) 2.08171e+05 & Evaluations 461700
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 4.01759e+03, min(y) 8.63369e+05 & Evaluations 487300
  * Generation 34: best_so_far_y 4.01759e+03, min(y) 3.87440e+05 & Evaluations 1332100
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 4.01759e+03, min(y) 3.78893e+05 & Evaluations 1383300
  * Generation 13: best_so_far_y 4.01759e+03, min(y) 2.47296e+08 & Evaluations 1997700
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 4.01759e+03, min(y) 0.00000e+00 & Evaluations 2000000
{'best_so_far_x': array([ 1.79856741, -2.25899538, -1.84505685, -0.15391872, -0.35429096,
    -0.1167306 , -0.25427769, -0.20789423,  0.04958937,  0.02539436]),
 'best_so_far_y': 4017.5890908980896,
 'n_function_evaluations': 2000000,
 'runtime': 188.11397051811218,
 'termination_signal': <Terminations.MAX_FUNCTION_EVALUATIONS: 1>,
 'time_function_evaluations': 100.09917545318604,
 'fitness': array([[1.00000000e+00, 1.06104318e+07],
       [2.00000000e+05, 4.01758909e+03],
       [4.00000000e+05, 4.01758909e+03],
       [6.00000000e+05, 4.01758909e+03],
       [8.00000000e+05, 4.01758909e+03],
       [1.00000000e+06, 4.01758909e+03],
       [1.20000000e+06, 4.01758909e+03],
       [1.40000000e+06, 4.01758909e+03],
       [1.60000000e+06, 4.01758909e+03],
       [1.80000000e+06, 4.01758909e+03],
       [2.00000000e+06, 4.01758909e+03]]),
 'mean': array([-0.87312191,  3.34100863, -2.74464615, -3.59489168,  0.51729349,
    1.83357036, -4.86317011,  4.81260655, -1.59279526, -0.09504729]),
 'initial_mean': array([-0.87312191,  3.34100863, -2.74464615, -3.59489168,  0.51729349,
    1.83357036, -4.86317011,  4.81260655, -1.59279526, -0.09504729]),
 '_list_initial_mean': [],
 'sigma': array(inf),
 '_n_restart': 10,
 '_n_generations': 0,
 '_list_generations': [55, 33, 18, 17, 16, 22, 14, 19, 34, 13]}
*** Runtime: 1.88144e+02
******* rosenbrock *******
  * Generation 0: best_so_far_y 7.61151e+04, min(y) 7.61151e+04 & Evaluations 100
  * Generation 27: best_so_far_y 4.96209e+03, min(y) 5.80401e+06 & Evaluations 2700
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 4.96209e+03, min(y) 1.79428e+04 & Evaluations 2900
  * Generation 24: best_so_far_y 2.24772e+02, min(y) 1.62628e+04 & Evaluations 7500
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 2.24772e+02, min(y) 3.02414e+04 & Evaluations 7900
  * Generation 19: best_so_far_y 1.60721e+02, min(y) 1.40779e+06 & Evaluations 15100
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.60721e+02, min(y) 3.26837e+04 & Evaluations 15900
  * Generation 16: best_so_far_y 1.44827e+02, min(y) 6.31000e+13 & Evaluations 27900
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.44827e+02, min(y) 2.02426e+03 & Evaluations 29500
  * Generation 14: best_so_far_y 1.33956e+02, min(y) 1.38882e+08 & Evaluations 50300
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.33956e+02, min(y) 7.13666e+04 & Evaluations 53500
  * Generation 14: best_so_far_y 1.33956e+02, min(y) 6.84907e+07 & Evaluations 95100
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.33956e+02, min(y) 6.31571e+03 & Evaluations 101500
  * Generation 13: best_so_far_y 1.33956e+02, min(y) 1.71881e+07 & Evaluations 178300
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.33956e+02, min(y) 4.14705e+04 & Evaluations 191100
  * Generation 15: best_so_far_y 1.33956e+02, min(y) 4.72658e+08 & Evaluations 370300
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.33956e+02, min(y) 5.39330e+04 & Evaluations 395900
  * Generation 13: best_so_far_y 1.33956e+02, min(y) 7.63281e+07 & Evaluations 703100
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.33956e+02, min(y) 2.98821e+04 & Evaluations 754300
  * Generation 13: best_so_far_y 1.33956e+02, min(y) 3.55361e+12 & Evaluations 1368700
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 1.33956e+02, min(y) 2.20486e+04 & Evaluations 1471100
  * Generation 6: best_so_far_y 1.33956e+02, min(y) 1.83337e+10 & Evaluations 2000000
{'best_so_far_x': array([ 0.77293559,  0.84307022,  0.69586886,  0.50077765,  0.28164757,
    0.25271504, -0.17347355,  1.10210168,  1.30086262,  1.76318152]),
 'best_so_far_y': 133.95560666682837,
 'n_function_evaluations': 2000000,
 'runtime': 133.60121369361877,
 'termination_signal': <Terminations.MAX_FUNCTION_EVALUATIONS: 1>,
 'time_function_evaluations': 50.595346450805664,
 'fitness': array([[1.00000000e+00, 6.83449592e+05],
       [2.00000000e+05, 1.33955607e+02],
       [4.00000000e+05, 1.33955607e+02],
       [6.00000000e+05, 1.33955607e+02],
       [8.00000000e+05, 1.33955607e+02],
       [1.00000000e+06, 1.33955607e+02],
       [1.20000000e+06, 1.33955607e+02],
       [1.40000000e+06, 1.33955607e+02],
       [1.60000000e+06, 1.33955607e+02],
       [1.80000000e+06, 1.33955607e+02],
       [2.00000000e+06, 1.33955607e+02]]),
 'mean': array([ -10.43881776,  175.19163332,  308.48087857, -141.55548623, -3.32036087,
    -18.17899763,  101.23006038, -152.88882066, 31.01329377,    1.35014574]),
 'initial_mean': array([-0.87312191,  3.34100863, -2.74464615, -3.59489168,  0.51729349,
    1.83357036, -4.86317011,  4.81260655, -1.59279526, -0.09504729]),
 '_list_initial_mean': [],
 'sigma': array(inf),
 '_n_restart': 10,
 '_n_generations': 6,
 '_list_generations': [27, 24, 19, 16, 14, 14, 13, 15, 13, 13]}
*** Runtime: 3.21776e+02
******* rastrigin *******
  * Generation 0: best_so_far_y 1.44734e+02, min(y) 1.44734e+02 & Evaluations 100
  * Generation 44: best_so_far_y 6.70276e+01, min(y) 1.15683e+02 & Evaluations 4400
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 6.70276e+01, min(y) 8.99246e+01 & Evaluations 4600
  * Generation 37: best_so_far_y 3.00120e+01, min(y) 6.75061e+01 & Evaluations 11800
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 3.00120e+01, min(y) 1.02015e+02 & Evaluations 12200
  * Generation 24: best_so_far_y 3.00120e+01, min(y) 2.60865e+02 & Evaluations 21400
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 3.00120e+01, min(y) 1.14806e+02 & Evaluations 22200
  * Generation 18: best_so_far_y 3.00120e+01, min(y) 1.79020e+02 & Evaluations 35800
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 3.00120e+01, min(y) 6.47611e+01 & Evaluations 37400
  * Generation 15: best_so_far_y 3.00120e+01, min(y) 3.95029e+02 & Evaluations 59800
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 3.00120e+01, min(y) 1.11146e+02 & Evaluations 63000
  * Generation 14: best_so_far_y 3.00120e+01, min(y) 7.15500e+03 & Evaluations 104600
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 3.00120e+01, min(y) 7.77985e+01 & Evaluations 111000
  * Generation 14: best_so_far_y 2.89611e+01, min(y) 1.14206e+03 & Evaluations 194200
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 2.89611e+01, min(y) 1.07751e+02 & Evaluations 207000
  * Generation 14: best_so_far_y 2.89611e+01, min(y) 1.48072e+03 & Evaluations 373400
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 2.89611e+01, min(y) 1.05698e+02 & Evaluations 399000
  * Generation 13: best_so_far_y 2.89611e+01, min(y) 1.43346e+04 & Evaluations 706200
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 2.89611e+01, min(y) 8.15429e+01 & Evaluations 757400
  * Generation 13: best_so_far_y 2.89611e+01, min(y) 2.39219e+04 & Evaluations 1371800
 ....... *** restart *** .......
  * Generation 0: best_so_far_y 2.89611e+01, min(y) 8.53627e+01 & Evaluations 1474200
  * Generation 6: best_so_far_y 2.89611e+01, min(y) 8.05108e+02 & Evaluations 2000000
{'best_so_far_x': array([-1.09303297e-01,  9.25440602e-01,  8.76565036e-01, -8.31713357e-01, 9.52837950e-01,
    -7.88147644e-01, -1.98424448e+00,  9.60406665e-01, -5.20216847e-02, -1.68166433e-03]),
 'best_so_far_y': 28.961145325815508,
 'n_function_evaluations': 2000000,
 'runtime': 116.95503687858582,
 'termination_signal': <Terminations.MAX_FUNCTION_EVALUATIONS: 1>,
 'time_function_evaluations': 33.95277380943298,
 'fitness': array([[1.00000000e+00, 3.12899247e+02],
       [2.00000000e+05, 2.89611453e+01],
       [4.00000000e+05, 2.89611453e+01],
       [6.00000000e+05, 2.89611453e+01],
       [8.00000000e+05, 2.89611453e+01],
       [1.00000000e+06, 2.89611453e+01],
       [1.20000000e+06, 2.89611453e+01],
       [1.40000000e+06, 2.89611453e+01],
       [1.60000000e+06, 2.89611453e+01],
       [1.80000000e+06, 2.89611453e+01],
       [2.00000000e+06, 2.89611453e+01]]),
 'mean': array([  9.23973901, -43.12651984,  37.07300637,  51.87658197, -7.58297378,
    -27.91896208,  72.80349538, -74.96232293, 24.10881161,   0.31573117]),
 'initial_mean': array([-0.87312191,  3.34100863, -2.74464615, -3.59489168,  0.51729349,
    1.83357036, -4.86317011,  4.81260655, -1.59279526, -0.09504729]),
 '_list_initial_mean': [],
 'sigma': array(inf),
 '_n_restart': 10,
 '_n_generations': 6,
 '_list_generations': [44, 37, 24, 18, 15, 14, 14, 14, 13, 13]}
*** Runtime: 4.38762e+02
