码迷,mamicode.com
首页 > 其他好文 > 详细

leetcode@ [72/115] Edit Distance & Distinct Subsequences (Dynamic Programming)

时间:2015-12-06 19:24:36      阅读:200      评论:0      收藏:0      [点我收藏+]

标签:

https://leetcode.com/problems/edit-distance/

Given two words word1 and word2, find the minimum number of steps required to convert word1 to word2. (each operation is counted as 1 step.)

You have the following 3 operations permitted on a word:

a) Insert a character
b) Delete a character
c) Replace a character

 

技术分享
class Solution {
public:
    int minDistance(string word1, string word2) {
        int m = word1.length(), n = word2.length();
        
        vector<vector<int> > dp(m+1, vector<int> (n+1, 0));
        
        for(int i=0;i<=m;++i) dp[i][0] = i;
        for(int j=0;j<=n;++j) dp[0][j] = j;
        
        for(int i=1;i<=m;++i) {
            for(int j=1;j<=n;++j) {
                if(word1[i-1] == word2[j-1]) {
                    dp[i][j] = min(dp[i-1][j-1], dp[i-1][j]+1);
                }
                else {
                    dp[i][j] = min(dp[i-1][j], min(dp[i][j-1], dp[i-1][j-1])) + 1;
                }
            }
        }
        
        return dp[m][n];
    }
};
View Code

 

https://leetcode.com/problems/distinct-subsequences/

Given a string S and a string T, count the number of distinct subsequences of T in S.

A subsequence of a string is a new string which is formed from the original string by deleting some (can be none) of the characters without disturbing the relative positions of the remaining characters. (ie, "ACE" is a subsequence of "ABCDE" while "AEC" is not).

Here is an example:
S = "rabbbit", T = "rabbit"

Return 3.

 

技术分享
class Solution {
public:
    int numDistinct(string s, string t) {
        int m = s.length(), n = t.length();
        vector<vector<int> > dp(m+1, vector<int>(n+1, 0));
        
        for(int i=0;i<=m;++i) dp[i][0] = 1;
        
        for(int i=1;i<=m;++i) {
            for(int j=1;j<=n;++j) {
                if(s[i-1] == t[j-1]) dp[i][j] = dp[i-1][j-1] + dp[i-1][j];
                else dp[i][j] = dp[i-1][j];
            }
        }
        
        return dp[m][n];
    }
};
View Code

 

leetcode@ [72/115] Edit Distance & Distinct Subsequences (Dynamic Programming)

标签:

原文地址:http://www.cnblogs.com/fu11211129/p/5024022.html

(0)
(0)
   
举报
评论 一句话评论(0
登录后才能评论!
© 2014 mamicode.com 版权所有  联系我们:gaon5@hotmail.com
迷上了代码!