Edit Distance

mac2022-06-30  29

Description:

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:

Insert a characterDelete a characterReplace a character
Example

Given word1 = "mart" and word2 = "karma", return 3.

Solution:

class Solution { public: /** * @param word1 & word2: Two string. * @return: The minimum number of steps. */ int minDistance(string word1, string word2) { auto len1 = (int)word1.length(); auto len2 = (int)word2.length(); if (len1 == 0) return len2; if (len2 == 0) return len1; vector<int> pre(len2+1, 0); vector<int> cur(len2+1, 0); for (int i = 0; i <= len2; ++i) pre[i] = i; for (int i = 1; i <= len1; ++i) { cur[0] = i; for (int j = 1; j <= len2; ++j) { if (word1[i-1] == word2[j-1]) cur[j] = pre[j-1]; else cur[j] = min(cur[j-1], min(pre[j], pre[j-1]))+1; pre[j-1] = cur[j-1]; } pre[len2] = cur[len2]; } return cur[len2]; } };

转载于:https://www.cnblogs.com/deofly/p/edit-distance.html

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