演算法核心在於用訊息指示不同的計算步驟，而不是傳遞資料。

演算法首先定義兩個區間，分別表示

[a,b]：f1+f2最優點所在的區間，x⋆∈[a,b]
[c,d]：f′(x⋆)，f′1(a+b2)，f′2(a+b2)所在的區間
以區間[c,d]為基準，分別計算訊息m1,m2

f′1(a+b2)∈[c,c+d2]則m1=0，否則m1=1
−f′2(a+b2)∈[c,c+d2]則m2=0，否則m2=1
根據訊息m1,m2的不同組合，分別縮減區間[a,b]或者[c,d]。縮減的設計總從兩個原則

(f1+f2)′=f′1+f′2，導值的正負性來找最小值
通過壓縮(f1+f2)′(a+b2)趨於零，從而確定a+b2就是最小值
程式碼：

import numpy as np
import matplotlib.pyplot as plt

def f1(x):
    return (x - 2) ** 2

def df1(x):
    return 2 * (x - 2)

def f2(x):
    return (x + 1) ** 2

def df2(x):
    return 2 * (x + 1)

a, b, c, d = -1, 1, -3, 3
eps = 0.1

while b - a > eps and d - c > eps:
    if df1((a + b) / 2) <= (c + d) / 2:
        m1 = 0
    else:
        m1 = 1

if -df2((a + b) / 2) <= (c + d) / 2:
        m2 = 0
    else:
        m2 = 1

if m1 == 0 and m2 == 1:
        a = (a + b) / 2
    elif m1 == 1 and m2 == 0:
        b = (a + b) / 2
    elif m1 == 1 and m2 == 1:
        c = (c + d) / 2
    elif m1 == 0 and m2 == 0:
        d = (c + d) / 2

print('傳輸訊息+2')
    print(a, b, c, d)

if b - a <= eps:
    optimum = a + eps
else:
    optimum = f1((a + b) / 2) + f2((a + b) / 2)

print(optimum)
print(f1(0.5) + f2(0.5))
# 直觀畫圖結果
x = np.linspace(-1, 2, 100)
y = f1(x) + f2(x)
plt.plot(x, y)
plt.show()
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