hdoj-1159-Common Subsequence【动态规划求最长公共子序列】

本文介绍了最大公共子序列问题的解决方法,并提供了一个高效算法的实现案例,通过实例演示了如何通过动态规划求解最大公共子序列问题。

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Common Subsequence

Time Limit: 2000/1000 MS (Java/Others) Memory Limit: 65536/32768 K (Java/Others)
Total Submission(s): 28152 Accepted Submission(s): 12556


Problem Description
A subsequence of a given sequence is the given sequence with some elements (possible none) left out. Given a sequence X = <x1, x2, ..., xm> another sequence Z = <z1, z2, ..., zk> is a subsequence of X if there exists a strictly increasing sequence <i1, i2, ..., ik> of indices of X such that for all j = 1,2,...,k, xij = zj. For example, Z = <a, b, f, c> is a subsequence of X = <a, b, c, f, b, c> with index sequence <1, 2, 4, 6>. Given two sequences X and Y the problem is to find the length of the maximum-length common subsequence of X and Y.
The program input is from a text file. Each data set in the file contains two strings representing the given sequences. The sequences are separated by any number of white spaces. The input data are correct. For each set of data the program prints on the standard output the length of the maximum-length common subsequence from the beginning of a separate line.

Sample Input
  
abcfbc abfcab programming contest abcd mnp

Sample Output
  
4 2 0

Source

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#include<stdio.h> 
#include<string.h>
#include<algorithm>
using namespace std;
int lcs[1000][1000];
char s1[1001],s2[1001];
int len1,len2;
void f(){
	lcs[0][0]=s1[0]==s2[0]?1:0;
	for(int i=1;i<len1;++i){
		if(lcs[i-1][0]==0) 
		    lcs[i][0]=s1[i]==s2[0]?1:0;
		else  
		    lcs[i][0]=1;
	}
	for(int i=1;i<len2;++i){
		if(lcs[0][i-1]==0)
		    lcs[0][i]=s1[0]==s2[i]?1:0;
		else
		    lcs[0][i]=1;
	}
}
int main(){
	while(~scanf("%s%s",s1,s2)){
		int i,j;
		len1=strlen(s1),len2=strlen(s2);
		memset(lcs,0,sizeof(lcs));
		f();
        for(i=1;i<len1;++i){
			for(j=1;j<len2;++j){
				if(s1[i]==s2[j]) lcs[i][j]=lcs[i-1][j-1]+1;
				else lcs[i][j]=max(lcs[i-1][j],lcs[i][j-1]);
			}
		}
		printf("%d\n",lcs[len1-1][len2-1]);
	}
	return 0;
}



#include<stdio.h>
#include<string.h>
#include<algorithm>
using namespace std;
char s1[1000],s2[1000];
int c[1001][1001];
int main(){
	while(~scanf("%s%s",s1,s2)){
		int len1=strlen(s1),len2=strlen(s2);
		memset(c,0,sizeof(c));
		for(int i=0;i<len1;++i){
			for(int j=0;j<len2;++j){
				if(s1[i]==s2[j]){
					c[i+1][j+1]=c[i][j]+1;  //技巧:i+1,j+1
				}
				else c[i+1][j+1]=max(c[i][j+1],c[i+1][j]);
			}
		}
		printf("%d\n",c[len1][len2]);
	}
	return 0;
}


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