矩阵快速幂,求斐波那契数列
2017-09-10 10:38
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用矩阵的快速幂求斐波那契数列,时间复杂度为O(lgn*n^3),其中计算一次矩阵相乘复杂度为O(n^3),大大缩小了暴力相乘(1次1次乘)的时间复杂度
参考文章:
http://blog.csdn.net/u013795055/article/details/38599321
http://blog.csdn.net/g_congratulation/article/details/52734306
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
Sample Output
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:
.
#include<stdio.h>
#include<string.h>
const int MOD=10000;
struct Mat
{
int a[2][2];
};
typedef struct Mat mat;
mat mat_mul(mat x,mat y)//实现两个矩阵相乘,返回的还是一个矩阵。
{
int i,j,k;
mat res;//用来表示得到的新的矩阵;
memset(res.a,0,sizeof(res.a));
for(i=0;i<2;i++)
for(j=0;j<2;j++)
for(k=0;k<2;k++)
{
res.a[i][j]+=x.a[i][k]*y.a[k][j];
res.a[i][j]%=MOD; //这一步看题目具体需要了,这里题目要求取末四位所以除万取余
}
return res;
}
int my_pow(int n)
{
mat c,res;
int i;
memset(res.a,0,sizeof(res.a));
c.a[0][0]=1;//给矩阵赋初值
c.a[0][1]=1;
c.a[1][0]=1;
c.a[1][1]=0;
for(i=0;i<2;i++)
res.a[i][i]=1;//单位矩阵;
while(n)
{
if(n&1) res=mat_mul(res,c);//这里看就要用到上面的矩阵相乘了;
c=mat_mul(c,c);
//printf("%d\n",n);
n=n>>1; //一次循环后除二,由此计算时间复杂度为O(lgn)
}
return res.a[0][1];
}//时间复杂度lg(n)
int main()
{
int n;
while(scanf("%d",&n) == 1)
{
if(n == -1)
break;
printf("%d\n",my_pow(n));
}
return 0;
}
参考文章:
http://blog.csdn.net/u013795055/article/details/38599321
http://blog.csdn.net/g_congratulation/article/details/52734306
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:
.
#include<stdio.h>
#include<string.h>
const int MOD=10000;
struct Mat
{
int a[2][2];
};
typedef struct Mat mat;
mat mat_mul(mat x,mat y)//实现两个矩阵相乘,返回的还是一个矩阵。
{
int i,j,k;
mat res;//用来表示得到的新的矩阵;
memset(res.a,0,sizeof(res.a));
for(i=0;i<2;i++)
for(j=0;j<2;j++)
for(k=0;k<2;k++)
{
res.a[i][j]+=x.a[i][k]*y.a[k][j];
res.a[i][j]%=MOD; //这一步看题目具体需要了,这里题目要求取末四位所以除万取余
}
return res;
}
int my_pow(int n)
{
mat c,res;
int i;
memset(res.a,0,sizeof(res.a));
c.a[0][0]=1;//给矩阵赋初值
c.a[0][1]=1;
c.a[1][0]=1;
c.a[1][1]=0;
for(i=0;i<2;i++)
res.a[i][i]=1;//单位矩阵;
while(n)
{
if(n&1) res=mat_mul(res,c);//这里看就要用到上面的矩阵相乘了;
c=mat_mul(c,c);
//printf("%d\n",n);
n=n>>1; //一次循环后除二,由此计算时间复杂度为O(lgn)
}
return res.a[0][1];
}//时间复杂度lg(n)
int main()
{
int n;
while(scanf("%d",&n) == 1)
{
if(n == -1)
break;
printf("%d\n",my_pow(n));
}
return 0;
}
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