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LeetCode 72. Edit Distance

计弘
2023-12-01

really classic DP:
Given two strings word1 and word2, return the minimum number of operations required to convert word1 to word2.

You have the following three operations permitted on a word:
Insert a character
Delete a character
Replace a character

remember, we need to convert word1 to word2

class Solution {
    public int minDistance(String word1, String word2) {
        if (word1 == null || word2 == null) return 0;
        
        int m = word1.length();
        int n = word2.length();
        int[][] dp = new int[m+1][n+1];
        
        dp[0][0] = 0;
        for (int i = 1; i <= m; i++) {
            dp[i][0] = i;
        }
        for (int i = 1; i <= n; i++) {
            dp[0][i] = i;
        }
        for (int i = 1; i <= m; i++) {
            for (int j = 1; j <= n; j++) {
                if (word1.charAt(i - 1) == word2.charAt(j - 1)) {
                    dp[i][j] = dp[i-1][j-1];
                } else {
                    dp[i][j] = Math.min(Math.min(dp[i-1][j], dp[i][j-1]), dp[i-1][j-1]) + 1; //delete(i-1), insert(j-1), replace(i-1,j-1)
                }
            }
        }
        return dp[m][n];
    }
}
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