#include <bits/stdc++.h>
using namespace std;
int main(){
string s,x;
cin>>s;
cin>>x;
int a=s.length();
int b=x.length();
string dp[a+1][b+1];
for (int i=0;i<=a;i++){
for(int j=0;j<=b;j++){
if (i==0 || j==0){
dp[i][j]="";
}
else if(s[i-1]==x[j-1]){
dp[i][j]=dp[i-1][j-1]+s[i-1];
}
else{
if(i>j){
dp[i][j]=dp[i-1][j];
}
else{
dp[i][j]=dp[i][j-1];
}
}
}
}
cout<<dp[a][b];
}
This code is similar to finding the length of the longest common substring the only difference is that in the array dp it records the longest substring using i chars from the first string and j chars from the second. This algorithm has a complexity of O(a*b) where a,b are the lengths of the first string and second string respectively. I don’t think there is an algorithm with better time complexity, I still get TLE error. The constraints are that the lengths must be less than 3000 and the max time is 2 secs for 18 test cases. Why is this program slow, and how can i optimize this.