利用python实现strassen算法(2<=n,m)A,B为任意矩阵阶数局限于2的n次方

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title:利用Python实现Strassen算法(2<=n,m)A,B为任意矩阵
strengths:
        (1) A、B可以是任意矩阵不局限于阶数必须是2的n次方
        (2)用Python语言编程实现,本程序使用的是Python3.5.2版本

@author: 向天笑
QQ:1500879657

执行结果
   

代码:


'''
Created on 2016年11月10日
@author: 向天笑
QQ:1500879657


title:利用Python实现Strassen算法(2<=n,m)A,B为任意矩阵
strengths:
        (1) A、B可以是任意矩阵不局限于阶数必须是2的n次方
        (2)用Python语言编程实现,本程序使用的是Python3.5.2版本
'''

import tkinter as tk
window=tk.Tk()
window.title("向天笑+软件工程+123456789")
window.geometry('300x200')
tk.Label(window, text='Strassen算法', font=('Arial', 20)).pack()
#函数


#分割矩阵
def Divide11(a,n):
        k=int(n/2)
        a11=[ [[0] for i in range(k)]for j in range(k)]
        for i in range(0,k):
            for j in range(0,k):
                a11[i][j] = a[i][j]
        return a11        
def Divide12(a,n):
        k=int(n/2)
        a12=[ [[0] for i in range(k)]for i in range(k)]
        for i in range(0,k):
            for j in range(k,n):
                a12[i][j-k] = a[i][j]
        return a12
def Divide21(a,n):
        k=int(n/2)
        a21=[ [[0] for i in range(k)]for i in range(k)]
        for i in range(k,n):
            for j in range(0,k):
                a21[i-k][j] = a[i][j]                
        return a21
def Divide22(a,n):
        k=int(n/2)
        a22=[ [[0] for i in range(k)]for i in range(k)]
        for i in range(k,n):
            for j in range(k,n):
                a22[i-k][j-k] = a[i][j]
        return a22
# 重组矩阵的方法
def Merge(a11,a12,a21,a22,n):
        k=int(2*n)
        a=[ [[0] for i in range(k)]for i in range(k)]
        for i in range(0,n):
            for j in range(0,n):
                a[i][j] = a11[i][j]
                a[i][j+n] = a12[i][j]
                a[i+n][j] = a21[i][j]
                a[i+n][j+n] = a22[i][j]
        return a


#矩阵加法
def Plus(f, g, n):
        h = [ [[0] for i in range(n)]for i in range(n)]
        for i in range(0,n):
            for j in range(0,n):
                h[i][j]=f[i][j]+g[i][j]
        return h
#矩阵减法
def Minus(f, g, n):
        h = [ [[0] for i in range(n)]for i in range(n)]
        for i in range(0,n):
            for j in range(0,n):
                h[i][j] = f[i][j] - g[i][j]
        return h
#矩阵Strassen乘法方法
def Strassen(a,b,n):
        k = n
        if k == 2:
            d = [[[0]for i in range(2)] for i in range(2)]
            d[0][0] = a[0][0]*b[0][0] +a[0][1]*b[1][0]
            d[0][1] = a[0][0]*b[0][1]+a[0][1]*b[1][1]
            d[1][0] = a[1][0]*b[0][0]+a[1][1]*b[1][0]
            d[1][1] = a[1][0]*b[0][1]+a[1][1]*b[1][1]
            return d
        else:
            a11=Divide11(a,n)
            a12=Divide12(a,n)
            a21=Divide21(a,n)
            a22=Divide22(a,n)
            b11=Divide11(b,n)
            b12=Divide12(b,n)
            b21=Divide21(b,n)
            b22=Divide22(b,n)
            k = int(n / 2)
            m1 = Strassen(a11, Minus(b12, b22, k), k)
            m2 = Strassen(Plus(a11, a12, k), b22, k)
            m3 = Strassen(Plus(a21, a22, k), b11, k)
            m4 = Strassen(a22, Minus(b21, b11, k), k)
            m5 = Strassen(Plus(a11, a22, k), Plus(b11, b22, k), k)
            m6 = Strassen(Minus(a12, a22, k), Plus(b21, b22, k), k)
            m7 = Strassen(Minus(a11, a21, k), Plus(b11, b12, k), k)
            
            c11 = Plus(Minus(Plus(m5, m4, k), m2, k), m6, k)
            c12 = Plus(m1, m2, k)
            c21 = Plus(m3, m4, k)
            c22 = Minus(Minus(Plus(m5, m1, k),m3,k),m7,k)
            c = Merge(c11, c12, c21, c22, k) 
            return c


def Reshape(a,row,colum,n):   
        for i in range(0,row):
            for j in range(colum,n):
                a[i][j]=0
        for i in range(row,n):
            for j in range(0,n):
                a[i][j]=0
        return a
#主函数    
def main1():
    s=[]
    print("请您输入矩阵的矩阵A的行数:") 
    s.append(int(input()))
    print("请输入矩阵A的列数:")
    s.append(int(input()))
    print("请输入矩阵B的列数:")
    s.append(int(input()))
    print("您输入的矩阵A是"+str(s[0])+"*"+str(s[1])+"矩阵"+"矩阵B是"+str(s[1])+"*"+str(s[2])+"矩阵")
    
    hangi=max(s)
    hang=1
    while(hang


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转载自blog.csdn.net/zzz12122/article/details/53118822
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