******* ellipsoid *******
  * Generation 0: best_so_far_y 1.15270e+09, min(y) 1.15270e+09 & Evaluations 24
  * Generation 200: best_so_far_y 3.47366e+08, min(y) 3.47366e+08 & Evaluations 4824
  * Generation 400: best_so_far_y 4.85518e+07, min(y) 4.91542e+07 & Evaluations 9624
  * Generation 600: best_so_far_y 3.38630e+07, min(y) 3.55691e+07 & Evaluations 14424
  * Generation 800: best_so_far_y 2.41461e+07, min(y) 2.45139e+07 & Evaluations 19224
  * Generation 1000: best_so_far_y 1.81498e+07, min(y) 2.04370e+07 & Evaluations 24024
  * Generation 1200: best_so_far_y 1.40288e+07, min(y) 1.46343e+07 & Evaluations 28824
  * Generation 1400: best_so_far_y 1.18873e+07, min(y) 1.23020e+07 & Evaluations 33624
  * Generation 1600: best_so_far_y 9.37411e+06, min(y) 9.94240e+06 & Evaluations 38424
  * Generation 1800: best_so_far_y 7.70086e+06, min(y) 7.80032e+06 & Evaluations 43224
  * Generation 2000: best_so_far_y 6.42393e+06, min(y) 6.63583e+06 & Evaluations 48024
  * Generation 2200: best_so_far_y 5.30183e+06, min(y) 5.39690e+06 & Evaluations 52824
  * Generation 2400: best_so_far_y 4.36930e+06, min(y) 4.38064e+06 & Evaluations 57624
  * Generation 2600: best_so_far_y 3.78256e+06, min(y) 3.84235e+06 & Evaluations 62424
  * Generation 2800: best_so_far_y 3.37363e+06, min(y) 3.37363e+06 & Evaluations 67224
  * Generation 3000: best_so_far_y 2.95187e+06, min(y) 2.95233e+06 & Evaluations 72024
  * Generation 3200: best_so_far_y 2.63696e+06, min(y) 2.66875e+06 & Evaluations 76824
  * Generation 3400: best_so_far_y 2.43365e+06, min(y) 2.43365e+06 & Evaluations 81624
  * Generation 3600: best_so_far_y 2.17925e+06, min(y) 2.17925e+06 & Evaluations 86424
  * Generation 3800: best_so_far_y 2.03527e+06, min(y) 2.03685e+06 & Evaluations 91224
  * Generation 4000: best_so_far_y 1.84917e+06, min(y) 1.85646e+06 & Evaluations 96024
  * Generation 4200: best_so_far_y 1.70615e+06, min(y) 1.70896e+06 & Evaluations 100824
  * Generation 4400: best_so_far_y 1.56451e+06, min(y) 1.57099e+06 & Evaluations 105624
  * Generation 4600: best_so_far_y 1.45794e+06, min(y) 1.46143e+06 & Evaluations 110424
  * Generation 4800: best_so_far_y 1.36132e+06, min(y) 1.36417e+06 & Evaluations 115224
  * Generation 5000: best_so_far_y 1.26658e+06, min(y) 1.26658e+06 & Evaluations 120024
  * Generation 5200: best_so_far_y 1.18470e+06, min(y) 1.19057e+06 & Evaluations 124824
  * Generation 5400: best_so_far_y 1.09078e+06, min(y) 1.09325e+06 & Evaluations 129624
  * Generation 5600: best_so_far_y 1.03138e+06, min(y) 1.03564e+06 & Evaluations 134424
  * Generation 5800: best_so_far_y 9.65583e+05, min(y) 9.65978e+05 & Evaluations 139224
  * Generation 6000: best_so_far_y 9.16295e+05, min(y) 9.19166e+05 & Evaluations 144024
  * Generation 6200: best_so_far_y 8.61420e+05, min(y) 8.62188e+05 & Evaluations 148824
  * Generation 6400: best_so_far_y 8.18237e+05, min(y) 8.18237e+05 & Evaluations 153624
  * Generation 6600: best_so_far_y 7.80384e+05, min(y) 7.81567e+05 & Evaluations 158424
  * Generation 6800: best_so_far_y 7.43589e+05, min(y) 7.44917e+05 & Evaluations 163224
  * Generation 7000: best_so_far_y 7.10064e+05, min(y) 7.10766e+05 & Evaluations 168024
  * Generation 7200: best_so_far_y 6.81719e+05, min(y) 6.82969e+05 & Evaluations 172824
  * Generation 7400: best_so_far_y 6.56209e+05, min(y) 6.57124e+05 & Evaluations 177624
  * Generation 7600: best_so_far_y 6.27691e+05, min(y) 6.27691e+05 & Evaluations 182424
  * Generation 7800: best_so_far_y 6.03816e+05, min(y) 6.04724e+05 & Evaluations 187224
  * Generation 8000: best_so_far_y 5.83663e+05, min(y) 5.83663e+05 & Evaluations 192024
  * Generation 8200: best_so_far_y 5.58886e+05, min(y) 5.58886e+05 & Evaluations 196824
  * Generation 8400: best_so_far_y 5.40734e+05, min(y) 5.41322e+05 & Evaluations 201624
  * Generation 8600: best_so_far_y 5.23103e+05, min(y) 5.23325e+05 & Evaluations 206424
  * Generation 8800: best_so_far_y 5.03453e+05, min(y) 5.04347e+05 & Evaluations 211224
  * Generation 9000: best_so_far_y 4.84374e+05, min(y) 4.84784e+05 & Evaluations 216024
  * Generation 9200: best_so_far_y 4.67024e+05, min(y) 4.67681e+05 & Evaluations 220824
  * Generation 9400: best_so_far_y 4.48796e+05, min(y) 4.48796e+05 & Evaluations 225624
  * Generation 9600: best_so_far_y 4.34945e+05, min(y) 4.35577e+05 & Evaluations 230424
  * Generation 9800: best_so_far_y 4.19853e+05, min(y) 4.19908e+05 & Evaluations 235224
  * Generation 10000: best_so_far_y 4.02883e+05, min(y) 4.02883e+05 & Evaluations 240024
  * Generation 10200: best_so_far_y 3.91436e+05, min(y) 3.91926e+05 & Evaluations 244824
  * Generation 10400: best_so_far_y 3.77886e+05, min(y) 3.78539e+05 & Evaluations 249624
  * Generation 10600: best_so_far_y 3.64209e+05, min(y) 3.64339e+05 & Evaluations 254424
  * Generation 10800: best_so_far_y 3.51570e+05, min(y) 3.51575e+05 & Evaluations 259224
  * Generation 11000: best_so_far_y 3.39188e+05, min(y) 3.39223e+05 & Evaluations 264024
  * Generation 11200: best_so_far_y 3.27978e+05, min(y) 3.28163e+05 & Evaluations 268824
  * Generation 11400: best_so_far_y 3.17709e+05, min(y) 3.18012e+05 & Evaluations 273624
  * Generation 11600: best_so_far_y 3.08786e+05, min(y) 3.09257e+05 & Evaluations 278424
  * Generation 11800: best_so_far_y 2.98001e+05, min(y) 2.98172e+05 & Evaluations 283224
  * Generation 12000: best_so_far_y 2.87492e+05, min(y) 2.87748e+05 & Evaluations 288024
  * Generation 12200: best_so_far_y 2.78736e+05, min(y) 2.78820e+05 & Evaluations 292824
  * Generation 12400: best_so_far_y 2.70240e+05, min(y) 2.70752e+05 & Evaluations 297624
  * Generation 12600: best_so_far_y 2.63057e+05, min(y) 2.63566e+05 & Evaluations 302424
  * Generation 12800: best_so_far_y 2.55135e+05, min(y) 2.55657e+05 & Evaluations 307224
  * Generation 13000: best_so_far_y 2.48003e+05, min(y) 2.48003e+05 & Evaluations 312024
  * Generation 13200: best_so_far_y 2.41697e+05, min(y) 2.41697e+05 & Evaluations 316824
  * Generation 13400: best_so_far_y 2.34875e+05, min(y) 2.35468e+05 & Evaluations 321624
  * Generation 13600: best_so_far_y 2.28965e+05, min(y) 2.29214e+05 & Evaluations 326424
  * Generation 13800: best_so_far_y 2.23905e+05, min(y) 2.24163e+05 & Evaluations 331224
  * Generation 14000: best_so_far_y 2.17638e+05, min(y) 2.17752e+05 & Evaluations 336024
  * Generation 14200: best_so_far_y 2.13257e+05, min(y) 2.13268e+05 & Evaluations 340824
  * Generation 14400: best_so_far_y 2.07609e+05, min(y) 2.07783e+05 & Evaluations 345624
  * Generation 14600: best_so_far_y 2.02479e+05, min(y) 2.02481e+05 & Evaluations 350424
  * Generation 14800: best_so_far_y 1.98355e+05, min(y) 1.98451e+05 & Evaluations 355224
  * Generation 15000: best_so_far_y 1.93769e+05, min(y) 1.93955e+05 & Evaluations 360024
  * Generation 15200: best_so_far_y 1.89191e+05, min(y) 1.89467e+05 & Evaluations 364824
  * Generation 15400: best_so_far_y 1.85648e+05, min(y) 1.85704e+05 & Evaluations 369624
  * Generation 15600: best_so_far_y 1.81202e+05, min(y) 1.81202e+05 & Evaluations 374424
  * Generation 15800: best_so_far_y 1.77659e+05, min(y) 1.77760e+05 & Evaluations 379224
  * Generation 16000: best_so_far_y 1.73817e+05, min(y) 1.73902e+05 & Evaluations 384024
  * Generation 16200: best_so_far_y 1.70084e+05, min(y) 1.70084e+05 & Evaluations 388824
  * Generation 16400: best_so_far_y 1.66559e+05, min(y) 1.66563e+05 & Evaluations 393624
  * Generation 16600: best_so_far_y 1.63657e+05, min(y) 1.63797e+05 & Evaluations 398424
  * Generation 16800: best_so_far_y 1.60512e+05, min(y) 1.60637e+05 & Evaluations 403224
  * Generation 17000: best_so_far_y 1.57556e+05, min(y) 1.57556e+05 & Evaluations 408024
{'best_so_far_x': array([ 3.39054941e+00,  1.12104228e+01,  1.74521348e+00,  3.88859177e+00,
       ...,
       -3.10062063e-03, -3.55907546e-03,  5.08642053e-04,  1.81371166e-03]),
 'best_so_far_y': 157463.76616314013,
 'n_function_evaluations': 408360,
 'runtime': 3600.257331609726,
 'termination_signal': <Terminations.MAX_RUNTIME: 2>,
 'time_function_evaluations': 68.73583269119263,
 'fitness': array([[1.00000000e+00, 1.16228870e+09],
       [2.00000000e+05, 5.48402744e+05],
       [4.00000000e+05, 1.62627616e+05],
       [4.08360000e+05, 1.57463766e+05]]),
 'mean': array([ 3.38773027e+00,  1.12177341e+01,  1.74524746e+00,  3.88460211e+00,
       ...,
       -6.81479012e-04, -1.27502878e-05,  1.21743049e-04,  1.89783470e-03]),
 'sigma': 0.003395442399671099,
 '_n_restart': 0,
 '_n_generations': 17015,
 's': array([ 2.99757198e-01, -1.18290705e+00,  1.57049846e+00, -1.51509441e+00,
       ...,
       -1.57790784e-01, -1.13325335e-02, -1.80350920e-03,  2.18804407e-01])}
*** Runtime: 3.60038e+03
******* rosenbrock *******
  * Generation 0: best_so_far_y 1.44266e+07, min(y) 1.44266e+07 & Evaluations 24
  * Generation 200: best_so_far_y 6.62596e+06, min(y) 6.62596e+06 & Evaluations 4824
  * Generation 400: best_so_far_y 9.56009e+05, min(y) 9.56009e+05 & Evaluations 9624
  * Generation 600: best_so_far_y 2.42462e+05, min(y) 2.53799e+05 & Evaluations 14424
  * Generation 800: best_so_far_y 6.86702e+04, min(y) 7.14121e+04 & Evaluations 19224
  * Generation 1000: best_so_far_y 2.04351e+04, min(y) 2.04638e+04 & Evaluations 24024
  * Generation 1200: best_so_far_y 8.16871e+03, min(y) 8.19741e+03 & Evaluations 28824
  * Generation 1400: best_so_far_y 4.17429e+03, min(y) 4.19557e+03 & Evaluations 33624
  * Generation 1600: best_so_far_y 2.35933e+03, min(y) 2.36004e+03 & Evaluations 38424
  * Generation 1800: best_so_far_y 1.61012e+03, min(y) 1.61047e+03 & Evaluations 43224
  * Generation 2000: best_so_far_y 1.33691e+03, min(y) 1.33691e+03 & Evaluations 48024
  * Generation 2200: best_so_far_y 1.21534e+03, min(y) 1.21534e+03 & Evaluations 52824
  * Generation 2400: best_so_far_y 1.12282e+03, min(y) 1.12282e+03 & Evaluations 57624
  * Generation 2600: best_so_far_y 1.07446e+03, min(y) 1.07489e+03 & Evaluations 62424
  * Generation 2800: best_so_far_y 1.05837e+03, min(y) 1.05837e+03 & Evaluations 67224
  * Generation 3000: best_so_far_y 1.05111e+03, min(y) 1.05114e+03 & Evaluations 72024
  * Generation 3200: best_so_far_y 1.04880e+03, min(y) 1.04880e+03 & Evaluations 76824
  * Generation 3400: best_so_far_y 1.04785e+03, min(y) 1.04785e+03 & Evaluations 81624
  * Generation 3600: best_so_far_y 1.04727e+03, min(y) 1.04727e+03 & Evaluations 86424
  * Generation 3800: best_so_far_y 1.04692e+03, min(y) 1.04692e+03 & Evaluations 91224
  * Generation 4000: best_so_far_y 1.04668e+03, min(y) 1.04668e+03 & Evaluations 96024
  * Generation 4200: best_so_far_y 1.04649e+03, min(y) 1.04649e+03 & Evaluations 100824
  * Generation 4400: best_so_far_y 1.04631e+03, min(y) 1.04631e+03 & Evaluations 105624
  * Generation 4600: best_so_far_y 1.04611e+03, min(y) 1.04611e+03 & Evaluations 110424
  * Generation 4800: best_so_far_y 1.04586e+03, min(y) 1.04587e+03 & Evaluations 115224
  * Generation 5000: best_so_far_y 1.04551e+03, min(y) 1.04551e+03 & Evaluations 120024
  * Generation 5200: best_so_far_y 1.04515e+03, min(y) 1.04515e+03 & Evaluations 124824
  * Generation 5400: best_so_far_y 1.04471e+03, min(y) 1.04472e+03 & Evaluations 129624
  * Generation 5600: best_so_far_y 1.04422e+03, min(y) 1.04422e+03 & Evaluations 134424
  * Generation 5800: best_so_far_y 1.04376e+03, min(y) 1.04376e+03 & Evaluations 139224
  * Generation 6000: best_so_far_y 1.04326e+03, min(y) 1.04326e+03 & Evaluations 144024
  * Generation 6200: best_so_far_y 1.04278e+03, min(y) 1.04279e+03 & Evaluations 148824
  * Generation 6400: best_so_far_y 1.04226e+03, min(y) 1.04227e+03 & Evaluations 153624
  * Generation 6600: best_so_far_y 1.04172e+03, min(y) 1.04172e+03 & Evaluations 158424
  * Generation 6800: best_so_far_y 1.04110e+03, min(y) 1.04110e+03 & Evaluations 163224
  * Generation 7000: best_so_far_y 1.04046e+03, min(y) 1.04046e+03 & Evaluations 168024
  * Generation 7200: best_so_far_y 1.03962e+03, min(y) 1.03962e+03 & Evaluations 172824
  * Generation 7400: best_so_far_y 1.03872e+03, min(y) 1.03872e+03 & Evaluations 177624
  * Generation 7600: best_so_far_y 1.03754e+03, min(y) 1.03754e+03 & Evaluations 182424
  * Generation 7800: best_so_far_y 1.03561e+03, min(y) 1.03561e+03 & Evaluations 187224
  * Generation 8000: best_so_far_y 1.03128e+03, min(y) 1.03128e+03 & Evaluations 192024
  * Generation 8200: best_so_far_y 1.01793e+03, min(y) 1.01793e+03 & Evaluations 196824
  * Generation 8400: best_so_far_y 9.92229e+02, min(y) 9.92350e+02 & Evaluations 201624
  * Generation 8600: best_so_far_y 9.84844e+02, min(y) 9.84872e+02 & Evaluations 206424
  * Generation 8800: best_so_far_y 9.80089e+02, min(y) 9.80089e+02 & Evaluations 211224
  * Generation 9000: best_so_far_y 9.78431e+02, min(y) 9.78443e+02 & Evaluations 216024
  * Generation 9200: best_so_far_y 9.77883e+02, min(y) 9.77884e+02 & Evaluations 220824
  * Generation 9400: best_so_far_y 9.77620e+02, min(y) 9.77622e+02 & Evaluations 225624
  * Generation 9600: best_so_far_y 9.77483e+02, min(y) 9.77483e+02 & Evaluations 230424
  * Generation 9800: best_so_far_y 9.77363e+02, min(y) 9.77363e+02 & Evaluations 235224
  * Generation 10000: best_so_far_y 9.77242e+02, min(y) 9.77242e+02 & Evaluations 240024
  * Generation 10200: best_so_far_y 9.77102e+02, min(y) 9.77102e+02 & Evaluations 244824
  * Generation 10400: best_so_far_y 9.76926e+02, min(y) 9.76926e+02 & Evaluations 249624
  * Generation 10600: best_so_far_y 9.76704e+02, min(y) 9.76706e+02 & Evaluations 254424
  * Generation 10800: best_so_far_y 9.76466e+02, min(y) 9.76466e+02 & Evaluations 259224
  * Generation 11000: best_so_far_y 9.76199e+02, min(y) 9.76199e+02 & Evaluations 264024
  * Generation 11200: best_so_far_y 9.75944e+02, min(y) 9.75947e+02 & Evaluations 268824
  * Generation 11400: best_so_far_y 9.75695e+02, min(y) 9.75695e+02 & Evaluations 273624
  * Generation 11600: best_so_far_y 9.75420e+02, min(y) 9.75423e+02 & Evaluations 278424
  * Generation 11800: best_so_far_y 9.75175e+02, min(y) 9.75175e+02 & Evaluations 283224
  * Generation 12000: best_so_far_y 9.74922e+02, min(y) 9.74922e+02 & Evaluations 288024
  * Generation 12200: best_so_far_y 9.74663e+02, min(y) 9.74663e+02 & Evaluations 292824
  * Generation 12400: best_so_far_y 9.74419e+02, min(y) 9.74419e+02 & Evaluations 297624
  * Generation 12600: best_so_far_y 9.74143e+02, min(y) 9.74143e+02 & Evaluations 302424
  * Generation 12800: best_so_far_y 9.73898e+02, min(y) 9.73898e+02 & Evaluations 307224
  * Generation 13000: best_so_far_y 9.73634e+02, min(y) 9.73635e+02 & Evaluations 312024
  * Generation 13200: best_so_far_y 9.73378e+02, min(y) 9.73378e+02 & Evaluations 316824
  * Generation 13400: best_so_far_y 9.73119e+02, min(y) 9.73120e+02 & Evaluations 321624
  * Generation 13600: best_so_far_y 9.72864e+02, min(y) 9.72864e+02 & Evaluations 326424
  * Generation 13800: best_so_far_y 9.72600e+02, min(y) 9.72600e+02 & Evaluations 331224
  * Generation 14000: best_so_far_y 9.72363e+02, min(y) 9.72363e+02 & Evaluations 336024
  * Generation 14200: best_so_far_y 9.72110e+02, min(y) 9.72110e+02 & Evaluations 340824
  * Generation 14400: best_so_far_y 9.71880e+02, min(y) 9.71880e+02 & Evaluations 345624
  * Generation 14600: best_so_far_y 9.71621e+02, min(y) 9.71621e+02 & Evaluations 350424
  * Generation 14800: best_so_far_y 9.71380e+02, min(y) 9.71380e+02 & Evaluations 355224
  * Generation 15000: best_so_far_y 9.71131e+02, min(y) 9.71131e+02 & Evaluations 360024
  * Generation 15200: best_so_far_y 9.70902e+02, min(y) 9.70905e+02 & Evaluations 364824
  * Generation 15400: best_so_far_y 9.70644e+02, min(y) 9.70644e+02 & Evaluations 369624
  * Generation 15600: best_so_far_y 9.70404e+02, min(y) 9.70405e+02 & Evaluations 374424
  * Generation 15800: best_so_far_y 9.70144e+02, min(y) 9.70144e+02 & Evaluations 379224
  * Generation 16000: best_so_far_y 9.69909e+02, min(y) 9.69911e+02 & Evaluations 384024
  * Generation 16200: best_so_far_y 9.69670e+02, min(y) 9.69670e+02 & Evaluations 388824
  * Generation 16400: best_so_far_y 9.69422e+02, min(y) 9.69424e+02 & Evaluations 393624
  * Generation 16600: best_so_far_y 9.69194e+02, min(y) 9.69196e+02 & Evaluations 398424
  * Generation 16800: best_so_far_y 9.68947e+02, min(y) 9.68948e+02 & Evaluations 403224
  * Generation 17000: best_so_far_y 9.68720e+02, min(y) 9.68721e+02 & Evaluations 408024
{'best_so_far_x': array([ 1.00079780e+00,  9.98765145e-01,  9.98533479e-01,  9.98845827e-01,
        ...,
        1.09856892e-02,  1.25890647e-02,  7.66924112e-03, -2.84698546e-04]),
 'best_so_far_y': 968.490711680661,
 'n_function_evaluations': 412251,
 'runtime': 3600.2071375846863,
 'termination_signal': <Terminations.MAX_RUNTIME: 2>,
 'time_function_evaluations': 71.94848251342773,
 'fitness': array([[1.00000000e+00, 1.44713375e+07],
       [2.00000000e+05, 9.99433341e+02],
       [4.00000000e+05, 9.69114615e+02],
       [4.12251000e+05, 9.68490712e+02]]),
 'mean': array([ 1.00069473,  0.99913592,  0.99930805,  0.99947636,  0.99979769,
        ...,
        0.01116432,  0.01039714,  0.01233982,  0.00767909, -0.00118271]),
 'sigma': 0.00044186363260893287,
 '_n_restart': 0,
 '_n_generations': 17177,
 's': array([ 4.03682134e-01, -8.53460972e-01, -4.48171378e-01, -3.27141369e-01,
       ...,
       -3.53917359e-01,  3.48563178e-01, -9.33655082e-01,  6.06148479e-02])}
*** Runtime: 7.20063e+03
******* rastrigin *******
  * Generation 0: best_so_far_y 1.76153e+04, min(y) 1.76153e+04 & Evaluations 24
  * Generation 200: best_so_far_y 1.76153e+04, min(y) 1.81184e+04 & Evaluations 4824
  * Generation 400: best_so_far_y 1.67745e+04, min(y) 1.67803e+04 & Evaluations 9624
  * Generation 600: best_so_far_y 1.60797e+04, min(y) 1.60797e+04 & Evaluations 14424
  * Generation 800: best_so_far_y 1.59101e+04, min(y) 1.59120e+04 & Evaluations 19224
  * Generation 1000: best_so_far_y 1.58609e+04, min(y) 1.58611e+04 & Evaluations 24024
  * Generation 1200: best_so_far_y 1.58447e+04, min(y) 1.58449e+04 & Evaluations 28824
  * Generation 1400: best_so_far_y 1.58399e+04, min(y) 1.58399e+04 & Evaluations 33624
  * Generation 1600: best_so_far_y 1.58384e+04, min(y) 1.58384e+04 & Evaluations 38424
  * Generation 1800: best_so_far_y 1.58379e+04, min(y) 1.58379e+04 & Evaluations 43224
  * Generation 2000: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 48024
  * Generation 2200: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 52824
  * Generation 2400: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 57624
  * Generation 2600: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 62424
  * Generation 2800: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 67224
  * Generation 3000: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 72024
  * Generation 3200: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 76824
  * Generation 3400: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 81624
  * Generation 3600: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 86424
  * Generation 3800: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 91224
  * Generation 4000: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 96024
  * Generation 4200: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 100824
  * Generation 4400: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 105624
  * Generation 4600: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 110424
  * Generation 4800: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 115224
  * Generation 5000: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 120024
  * Generation 5200: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 124824
  * Generation 5400: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 129624
  * Generation 5600: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 134424
  * Generation 5800: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 139224
  * Generation 6000: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 144024
  * Generation 6200: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 148824
  * Generation 6400: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 153624
  * Generation 6600: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 158424
  * Generation 6800: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 163224
  * Generation 7000: best_so_far_y 1.58377e+04, min(y) 1.58377e+04 & Evaluations 168024
 ....... restart .......
  * Generation 0: best_so_far_y 1.58377e+04, min(y) 1.84129e+04 & Evaluations 169272
  * Generation 200: best_so_far_y 1.04157e+04, min(y) 1.04291e+04 & Evaluations 178872
  * Generation 400: best_so_far_y 8.62683e+03, min(y) 8.62683e+03 & Evaluations 188472
  * Generation 600: best_so_far_y 8.35913e+03, min(y) 8.35992e+03 & Evaluations 198072
  * Generation 800: best_so_far_y 8.32504e+03, min(y) 8.32504e+03 & Evaluations 207672
  * Generation 1000: best_so_far_y 8.32042e+03, min(y) 8.32042e+03 & Evaluations 217272
  * Generation 1200: best_so_far_y 8.31987e+03, min(y) 8.31987e+03 & Evaluations 226872
  * Generation 1400: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 236472
  * Generation 1600: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 246072
  * Generation 1800: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 255672
  * Generation 2000: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 265272
  * Generation 2200: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 274872
  * Generation 2400: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 284472
  * Generation 2600: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 294072
  * Generation 2800: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 303672
  * Generation 3000: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 313272
  * Generation 3200: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 322872
  * Generation 3400: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 332472
  * Generation 3600: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 342072
  * Generation 3800: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 351672
  * Generation 4000: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 361272
  * Generation 4200: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 370872
  * Generation 4400: best_so_far_y 8.31980e+03, min(y) 8.31980e+03 & Evaluations 380472
 ....... restart .......
  * Generation 0: best_so_far_y 8.31980e+03, min(y) 1.83194e+04 & Evaluations 389880
  * Generation 200: best_so_far_y 8.31980e+03, min(y) 1.00920e+04 & Evaluations 409080
  * Generation 400: best_so_far_y 8.31980e+03, min(y) 8.75477e+03 & Evaluations 428280
  * Generation 600: best_so_far_y 8.31980e+03, min(y) 8.69640e+03 & Evaluations 447480
  * Generation 800: best_so_far_y 8.31980e+03, min(y) 8.69400e+03 & Evaluations 466680
{'best_so_far_x': array([-9.94958638e-01, -9.94958627e-01,  8.37593687e-09, -9.94958646e-01,
        ...,
        4.97469140e+00, -1.98991225e+00, -3.97978387e+00, -3.97978387e+00]),
 'best_so_far_y': 8319.795525702206,
 'n_function_evaluations': 471768,
 'runtime': 3600.772320985794,
 'termination_signal': <Terminations.MAX_RUNTIME: 2>,
 'time_function_evaluations': 47.20206022262573,
 'fitness': array([[1.00000000e+00, 1.79460697e+04],
       [2.00000000e+05, 8.34628949e+03],
       [4.00000000e+05, 8.31979553e+03],
       [4.71768000e+05, 8.31979553e+03]]),
 'mean': array([-1.98950346e+00,  3.98004282e+00,  1.98947407e+00, -2.98506649e+00,
       ...,
       -1.99013809e+00,  1.98971183e+00, -3.97956003e+00,  3.97996456e+00]),
 'sigma': array(0.00039047),
 '_n_restart': 2,
 '_n_generations': 854,
 's': array([ 7.18381678e-01,  3.76271453e-01, -1.69063611e-01,  1.75410946e-01,
        ...,
        3.79797387e-01, -5.47002880e-02,  6.56455394e-01, -2.22468371e-01])}
*** Runtime: 1.08014e+04
