Longest Common Subsequence
https://leetcode.com/problems/longest-common-subsequence/
Description
Given two strings text1
and text2
, return the length of their longest common subsequence.
A subsequence of a string is a new string generated from the original string with some characters(can be none) deleted without changing the relative order of the remaining characters. (eg, "ace" is a subsequence of "abcde" while "aec" is not). A common subsequence of two strings is a subsequence that is common to both strings.
If there is no common subsequence, return 0.
Example 1:
Input: text1 = "abcde", text2 = "ace"
Output: 3
Explanation: The longest common subsequence is "ace" and its length is 3.
Example 2:
Input: text1 = "abc", text2 = "abc"
Output: 3
Explanation: The longest common subsequence is "abc" and its length is 3.
Example 3:
Input: text1 = "abc", text2 = "def"
Output: 0
Explanation: There is no such common subsequence, so the result is 0.
Constraints:
1 <= text1.length <= 1000
1 <= text2.length <= 1000
The input strings consist of lowercase English characters only.
Solution Dynamic programming
class Solution {
public:
int longestCommonSubsequence(string text1, string text2) {
int m = text1.size();
int n = text2.size();
int i,j;
int dp[m+1][n+1];
for(i=0;i<=m;i++)
dp[i][0]=0;
for(j=0;j<=n;j++)
dp[0][j]=0;
for(i =1;i<=m;i++){
for(j=1;j<=n;j++) {
if(text1[i-1]==text2[j-1])
dp[i][j] = 1+dp[i-1][j-1];
else
dp[i][j]=max(dp[i-1][j],dp[i][j-1]);
}
} return dp[m][n];
}
};
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