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
O(mn) time O(mn) space DP solution
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| public class Solution { public int minDistance(String word1, String word2) { if (word1 == null || word2 == null) { return -1; } int m = word1.length(); int n = word2.length(); int[][] distance = new int[m + 1][n + 1]; for (int i = 0; i <= m; i++) { distance[i][0] = i; } for (int i = 0; i <= n; i++) { distance[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)) { distance[i][j] = distance[i - 1][j - 1]; } else { distance[i][j] = Math.min(Math.min(distance[i - 1][j] + 1, distance[i][j - 1] + 1), distance[i - 1][j - 1] + 1); } } } return distance[m][n]; } }
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