******* ellipsoid *******
  * Generation 0: best_so_far_y 4.52512e+08, min(y) 4.52512e+08 & Evaluations 100
  * Generation 2000: best_so_far_y 3.95441e+08, min(y) 3.95441e+08 & Evaluations 200100
  * Generation 4000: best_so_far_y 3.76019e+08, min(y) 3.76019e+08 & Evaluations 400100
  * Generation 6000: best_so_far_y 3.59353e+08, min(y) 3.59353e+08 & Evaluations 600100
  * Generation 8000: best_so_far_y 3.52184e+08, min(y) 3.52184e+08 & Evaluations 800100
  * Generation 10000: best_so_far_y 3.47671e+08, min(y) 3.47671e+08 & Evaluations 1000100
  * Generation 12000: best_so_far_y 3.41597e+08, min(y) 3.41597e+08 & Evaluations 1200100
  * Generation 14000: best_so_far_y 3.38736e+08, min(y) 3.38736e+08 & Evaluations 1400100
  * Generation 16000: best_so_far_y 3.36706e+08, min(y) 3.36706e+08 & Evaluations 1600100
  * Generation 18000: best_so_far_y 3.34164e+08, min(y) 3.34164e+08 & Evaluations 1800100
{'best_so_far_x': array([-6.12841726e+00,  7.48465362e+00,  1.15004730e+01,  7.63733960e+00,
       ...,
       -1.43700443e+00, -1.95645392e+00,  1.46571837e+00,  9.53297846e-02]),
 'best_so_far_y': 330113365.421985,
 'n_function_evaluations': 2000000,
 'runtime': 841.8226914405823,
 'termination_signal': <Terminations.MAX_FUNCTION_EVALUATIONS: 1>,
 'time_function_evaluations': 272.75110268592834,
 'fitness': array([[1.00000000e+00, 6.11520270e+08],
       [2.00000000e+05, 3.95440902e+08],
       [4.00000000e+05, 3.76019395e+08],
       [6.00000000e+05, 3.59353000e+08],
       [8.00000000e+05, 3.52184333e+08],
       [1.00000000e+06, 3.47670641e+08],
       [1.20000000e+06, 3.41596890e+08],
       [1.40000000e+06, 3.38735716e+08],
       [1.60000000e+06, 3.36706471e+08],
       [1.80000000e+06, 3.34164488e+08],
       [2.00000000e+06, 3.30113365e+08]]),
 '_n_generations': 19999}
*** Runtime: 8.41883e+02
******* rosenbrock *******
  * Generation 0: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 100
  * Generation 2000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 200100
  * Generation 4000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 400100
  * Generation 6000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 600100
  * Generation 8000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 800100
  * Generation 10000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 1000100
  * Generation 12000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 1200100
  * Generation 14000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 1400100
  * Generation 16000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 1600100
  * Generation 18000: best_so_far_y 1.21161e+07, min(y) 1.21161e+07 & Evaluations 1800100
{'best_so_far_x': array([-3.03107850e+00, -3.11716482e+00, -2.72880943e+00,  2.75434544e+00,
        ...,
        4.64929501e+00,  1.97305155e+00,  3.66072675e+00,  1.41763712e+00]),
 'best_so_far_y': 12116084.598980771,
 'n_function_evaluations': 2000000,
 'runtime': 870.9558084011078,
 'termination_signal': <Terminations.MAX_FUNCTION_EVALUATIONS: 1>,
 'time_function_evaluations': 306.26333594322205,
 'fitness': array([[1.00000000e+00, 1.40426725e+07],
       [2.00000000e+05, 1.21160846e+07],
       [4.00000000e+05, 1.21160846e+07],
       [6.00000000e+05, 1.21160846e+07],
       [8.00000000e+05, 1.21160846e+07],
       [1.00000000e+06, 1.21160846e+07],
       [1.20000000e+06, 1.21160846e+07],
       [1.40000000e+06, 1.21160846e+07],
       [1.60000000e+06, 1.21160846e+07],
       [1.80000000e+06, 1.21160846e+07],
       [2.00000000e+06, 1.21160846e+07]]),
 '_n_generations': 19999}
*** Runtime: 1.71288e+03
******* rastrigin *******
  * Generation 0: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 100
  * Generation 2000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 200100
  * Generation 4000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 400100
  * Generation 6000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 600100
  * Generation 8000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 800100
  * Generation 10000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 1000100
  * Generation 12000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 1200100
  * Generation 14000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 1400100
  * Generation 16000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 1600100
  * Generation 18000: best_so_far_y 1.76006e+04, min(y) 1.76006e+04 & Evaluations 1800100
{'best_so_far_x': array([-2.48856145, -4.48705084, -1.69657162, -3.3119291 , -1.47433922,
        ...,
        1.3585432 , -4.32213906, -0.80250117, -1.21505236,  3.20789896]),
 'best_so_far_y': 17600.553783268573,
 'n_function_evaluations': 2000000,
 'runtime': 719.3041322231293,
 'termination_signal': <Terminations.MAX_FUNCTION_EVALUATIONS: 1>,
 'time_function_evaluations': 155.59768223762512,
 'fitness': array([[1.00000000e+00, 1.87184955e+04],
       [2.00000000e+05, 1.76005538e+04],
       [4.00000000e+05, 1.76005538e+04],
       [6.00000000e+05, 1.76005538e+04],
       [8.00000000e+05, 1.76005538e+04],
       [1.00000000e+06, 1.76005538e+04],
       [1.20000000e+06, 1.76005538e+04],
       [1.40000000e+06, 1.76005538e+04],
       [1.60000000e+06, 1.76005538e+04],
       [1.80000000e+06, 1.76005538e+04],
       [2.00000000e+06, 1.76005538e+04]]),
 '_n_generations': 19999}
*** Runtime: 2.43223e+03
