题目描述:
Given two words word1 and word2, find the minimum number of steps required to make word1 and word2 the same, where in each step you can delete one character in either string.
Example 1:
Input: "sea", "eat" Output: 2 Explanation: You need one step to make "sea" to "ea" and another step to make "eat" to "ea".
Note:
- The length of given words won't exceed 500.
- Characters in given words can only be lower-case letters.
问题可以转化为求两个字符串的最长公共子序列(注意不是子字符串)
代码:
class Solution {
public:
int minDistance(string word1, string word2) {
int m=word1.size();
int n=word2.size();
if (m==0)
return n;
if (n==0)
return m;
vector<vector<int>> dp(m+1,vector<int>(n+1,0));
for (int i=1; i<=m; ++i)
for (int j=1; j<=n; ++j)
{
if (word1[i-1]==word2[j-1])
dp[i][j]=dp[i-1][j-1]+1;
else
dp[i][j]=max(dp[i-1][j],dp[i][j-1]);
}
int maxlen=dp[m][n];
return (m-maxlen)+(n-maxlen);
}
};
编辑距离问题解析
本文介绍了一个经典的计算机科学问题——编辑距离问题,通过寻找两个字符串的最长公共子序列来计算将一个字符串转换为另一个字符串所需的最小步骤数。文章提供了一种使用动态规划解决该问题的方法,并附带了详细的代码实现。
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