2023.02.26 Today's Challenge

fabichoi 2023. 2. 26. 23:45

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

Edit Distance - LeetCode

Can you solve this real interview question? Edit Distance - 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 * D

leetcode.com

Hard 난이도이긴 한데, 기본적인 DP 문제긴 하다 =_=

class Solution:
    def minDistance(self, word1: str, word2: str) -> int:
        m, n = len(word1), len(word2)

        dp = [[0] * (n+1) for _ in range(m+1)]

        for i in range(1, m+1):
            dp[i][0] = i
        for j in range(1, n+1):
            dp[0][j] = j

        for i in range(1, m+1):
            for j in range(1, n+1):
                if word1[i-1] == word2[j-1]:
                    dp[i][j] = dp[i-1][j-1]
                else:
                    dp[i][j] = min(dp[i-1][j-1], dp[i-1][j], dp[i][j-1]) + 1
        
        return dp[m][n]