#黃金分割法python求解PPT上第一個例題
#因?yàn)楹瘮?shù)要求解最大值而這個方法一般求解最小值所以把函數(shù)取負(fù)
import numpy as np
import matplotlib.pyplot as plt
rate = 0.618034
def f(x):
#求解體積函數(shù)公式,乘1.0將結(jié)果變?yōu)楦↑c(diǎn)數(shù)
return -1.0*x*(350-2*x)*(260-2*x)
def tarceback(f,a0,b0,accuracy):
a = a0
b = b0
x2 = a+rate*(b-a)
x1 = b-rate*(b-a)
f1 = f(x1)
f2 = f(x2)
print(x1,x2)
arr = search(f,a,b,x1,x2,f1,f2,accuracy)
printFunc(f,a,b,arr[0],arr[1])
def search(f,a,b,x1,x2,f1,f2,accuracy):
if f1=f2:
if x2-aaccuracy:
print(x1,f1)
return (x1,f1)
else:
b = x2
x2 = x1
f2 = f1
x1 = a+b-x2
f1 = f(x1)
print(x1,x2)
return search(f,a,b,x1,x2,f1,f2,accuracy)
else:
if b-x1accuracy:
print(x2,f2)
return (x2,f2)
else:
a = x1
x1 = x2
f1 = f2
x2 = a+b-x1
f2 = f(x2)
print(x1,x2)
return search(f,a,b,x1,x2,f1,f2,accuracy)
def printFunc(f,a,b,x,y):
t = np.arange(a,b,0.01)
s = f(t)
plt.plot(t,s)
plt.plot([x],[y],'ro')
plt.plot([x,x],[y,0],'k--')
plt.plot([0,x],[y,y],'k--')
# plt.annotate(r'$(x,y)$',xy=(x,y))
plt.show()
tarceback(f,0,130,0.05)
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