python实现函数极小值

import numpy as npfrom matplotlib import pyplot as pltfrom scipy.optimize import fmin,fminbound  def f(x):  return x**2+10*np.sin(x)+1x=np.linspace(-10,10,num=500)min1=fmin(f,3)#求3附近的极小值min2=fmin(f,0)#求0附近的极小值min_global=fminbound(f,-10,10)#这个区域的最小值print(min1)print(min2)print(min_global)plt.plot(x,f(x))plt.show()

Optimization terminated successfully.     Current function value: 9.315586     Iterations: 15     Function evaluations: 30Optimization terminated successfully.     Current function value: -6.945823     Iterations: 26     Function evaluations: 52[3.83745117][-1.3064375]-1.306440096615395