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  • Fibonacci【矩阵乘法】(POJ 3070)

    Description

    In the Fibonacci integer sequence, F0 = 0, F1 = 1, and Fn = Fn − 1 + Fn − 2 for n ≥ 2. For example, the first ten terms of the Fibonacci sequence are:

    0, 1, 1, 2, 3, 5, 8, 13, 21, 34, …

    An alternative formula for the Fibonacci sequence is

    .

    Given an integer n, your goal is to compute the last 4 digits of Fn.

    Input

    The input test file will contain multiple test cases. Each test case consists of a single line containing n (where 0 ≤ n ≤ 1,000,000,000). The end-of-file is denoted by a single line containing the number −1.

    Output

    For each test case, print the last four digits of Fn. If the last four digits of Fn are all zeros, print ‘0’; otherwise, omit any leading zeros (i.e., print Fn mod 10000).

    Sample Input

    0
    9
    999999999
    1000000000
    -1

    Sample Output

    0
    34
    626
    6875

    Hint

    As a reminder, matrix multiplication is associative, and the product of two 2 × 2 matrices is given by

    .

    Also, note that raising any 2 × 2 matrix to the 0th power gives the identity matrix:

    .


     矩乘讲解:

    直接递推计算时间复杂度显然为O(n),而本题 n<=1e9,直接递推显然超时

    我们知道,要求出 Fib(n) ,我们只需要知道Fib(n-1) 和 Fib(n-2),我们在递推时只需要保存最近的两个斐波那契数即可

      设 F(n) 表示一个1*2 的矩阵,F(n) = { F(n) , F(n+1) }

      我们希望根据 F(n-1) = { F(n-1) , F(n) } 计算出 F(n) 。我们设一个矩阵 A  {0,1},{1,1},那么:F(n) =F(n-1)*A=F(1)*An-1

      A的次方,不就可以用快速幂优化吗?硬是把O(n) 优化为O( 23log(n) ) 

     code

    #include<stdio.h>
    #include<string.h>
    #include<algorithm>
    #define ll long long 
    using namespace std;
    const int mod=10000;
    int k;
    
    void mul(ll f[2],ll ju[2][2]) 
    {
        ll c[2];memset(c,0,sizeof(c));
        for(int i=0;i<2;++i) 
            for(int j=0;j<2;++j) 
                c[i]=(c[i]+f[j]*ju[j][i])%mod;
        memcpy(f,c,sizeof(c));
    }
    void mulself(ll ju[2][2])
    {
        ll c[2][2];memset(c,0,sizeof(c));
        for(int i=0;i<2;++i) // i 行 
            for(int j=0;j<2;++j) //j 列 
                for(int k=0;k<2;++k) 
                    c[i][j]=(c[i][j]+ju[i][k]*ju[k][j])%mod; 
        memcpy(ju,c,sizeof(c));
    }
    
    int main()
    {
        while(scanf("%d",&k)!=EOF)
        {
            if(k==-1) break;
            ll f[2]={0,1};
            ll ju[2][2]={{0,1},{1,1}};
            while(k) {
                if(k&1) mul(f,ju);
                mulself(ju);
                k>>=1;
            }
            printf("%lld
    ",f[0]);    
        }
        return 0;
    }
    从0到1很难,但从1到100很容易
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  • 原文地址:https://www.cnblogs.com/qseer/p/9745046.html
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