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EditDistance.java
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66 lines (52 loc) · 1.69 KB
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class Solution {
// Time: O(m*n), Space: O(m*n)
public int minDistance(String word1, String word2) {
int n = word1.length();
int m = word2.length();
if(n == 0) return m;
if(m == 0) return n;
int maxLen = Math.max(n,m);
int[][] matrix = new int[maxLen+1][maxLen+1];
for(int i=0; i < maxLen+1; i++){
matrix[i][0] = i;
matrix[0][i] = i;
}
for(int i=1; i <= n; i++){
for(int j=1; j <= m; j++){
if(word1.charAt(i-1) == wordx2.charAt(j-1)){
matrix[i][j] = matrix[i-1][j-1];
} else {
matrix[i][j] = 1 + Math.min(Math.min(matrix[i-1][j], matrix[i][j-1]), matrix[i-1][j-1]);
}
}
}
return matrix[n][m];
}
// Time: O(m*n), Space: O(m)
class Solution {
public int minDistance(String word1, String word2) {
int m = word1.length();
int n = word2.length();
if(m == 0) return n;
if(n == 0) return m;
int[] dp = new int[m+1];
for(int i = 1; i < m+1; i++){
dp[i] = i;
}
for(int j=1; j <= n; j++){
int pre = dp[0];
dp[0] = j;
for(int i=1; i <= m; i++){
int tmp = dp[i];
if(word1.charAt(i-1) == word2.charAt(j-1)){
dp[i] = pre;
} else {
dp[i] = 1 + Math.min(Math.min(dp[i], dp[i-1]), pre);
}
pre = tmp;
}
}
return dp[m];
}
}
}