# optimal parameters, fval, and bounds

16:

  rosenbrock: array([2.31470774e+08, 2.07263681e+00, 8.97537744e+00]),  116.53040965502873,
  (5,10), (-2,2)
  
  shubert: array([8.04576840e+02, 6.96131873e-01, 2.19050445e-01]), 75.27500751962262
  (-2,3), (-2,3)

  herbie: array([0.29148925, 0.53017065, 4.80138587]), -4.4603633584436295
  (-2,2), (-2,2)

  smooth_herbie: array([0.28118114, 0.54965618, 3.18166352]), -2.2915628660462914
  (-2,2), (-2,2)

32 : 

  rosenbrock: array([5.78102572e+09, 2.92064736e+00, 1.84686800e+01]), 124.93
  (8, 10), (0, 2)

  (plots look weird)
  shubert: array([1.43336503e+03, 3.24943743e-02, 6.28756195e-01]), 160.5868800964222
  (-3,4), (-3,1)

  herbie: array([0.25366961, 0.85660583, 0.41088471]), 0.22852332899675076
  (-2, 2), (-2, 2)

  smooth_herbie: array([0.19946044, 0.83260753, 0.8355741 ]), -25.244958376500065
  (-2, 2), (-2, 2)

64: 

  rosenbrock: array([1.90240294e+08, 1.14801399e+00, 4.12914262e+00]), 183.59142665446825
  (8, 10), (0, 2)

  shubert: array([1.77977765e+03, 1.57471864e-01, 2.26351909e-01])
  (-3, 4), (-3, 1)

  herbie: array([0.21651984, 0.36428704, 0.60201481]), -23.47900799417448
  (-2,2), (-2,2)

  smooth_herbie: array([0.14526756, 0.85921413, 0.85073096]), -164.7417157760046
  (-2, 2), (-2, 2)

  
  
