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63 lines (41 loc) · 1.17 KB
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#include <bits/stdc++.h>
using namespace std;
// recursion
int backtrack(vector<int> & arr, int i, int previous){
if(i >= arr.size()){
return 0;
}
int take = 0;
int dontTake = backtrack(arr, i + 1, previous);
if(arr[i] > previous){
take = 1 + backtrack(arr, i + 1, arr[i]);
}
return max(take, dontTake);
}
//dp memoization
vector<vector<int>> dp;
int solve(vector<int>& arr, int i, int prevIndex) {
if (i >= arr.size()) {
return 0;
}
if (dp[i][prevIndex + 1] != -1) return dp[i][prevIndex + 1];
int dontTake = backtrack(arr, i + 1, prevIndex);
int take = 0;
if (prevIndex == -1 || arr[i] > arr[prevIndex]) {
take = 1 + solve(arr, i + 1, i);
}
return dp[i][prevIndex + 1] = max(take, dontTake);
}
int lengthOfLIS(vector<int>& nums) {
int n = nums.size();
dp.resize(n, vector<int>(n + 1, -1));
return solve(nums, 0, -1);
}
int main() {
vector<int> a = {7,2,9,1,11,5,13,19,3,20};
int ans = backtrack(a, 0, INT_MIN);
cout << "maxl: " << ans << endl;
int andDp = lengthOfLIS(a);
cout << "dp solution: " << andDp << endl;
return 0;
}