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Edit Distance
题目
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
方法
经典的编辑距离问题。
此处讲解清晰:http://www.cnblogs.com/biyeymyhjob/archive/2012/09/28/2707343.html
public int minDistance(String word1, String word2) { if (word1 == null || word2 == null) { return 0; } int len1 = word1.length(); int len2 = word2.length(); if (len1 == 0 || len2 == 0) { return Math.max(len1, len2); } int[][] status = new int[len1 + 1][len2 + 1]; for (int i = 0; i < len1 + 1; i++) { for (int j = 0; j < len2 + 1; j++) { if (i == 0) { status[i][j] = j; } else if (j == 0) { status[i][j] = i; } else { int tempMin = Math.min(status[i - 1][j], status[i][j - 1]) + 1; if (word1.charAt(i - 1) == word2.charAt(j - 1)) { status[i][j] = Math.min(tempMin, status[i - 1][j - 1]); } else { status[i][j] = Math.min(tempMin, status[i - 1][j - 1] + 1); } } } } return status[len1][len2]; }
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