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

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
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];
}
}