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DpIntro.cpp
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#include <bits/stdc++.h>
using namespace std;
int fib(int n) {
if(n == 0 or n == 1){
return n;
}
int ans;
ans = fib(n-1) + fib(n-2);
return ans;
}
int topDownFib(int n,int dp[]){
if(n==0 or n==1) return n;
if(dp[n]!=0) return dp[n];
int ans = topDownFib(n-1,dp) + topDownFib(n-2,dp);
return dp[n] = ans;
}
int bottomUpFib(int n){
int dp[100];
dp[1] = 1;
for(int i=2;i<=n;i++){
dp[i] = dp[i-1]+dp[i-2];
}
return dp[n];
}
int fibSpaceOpt(int n) {
if(n==o or n == 1) return n;
int a =0;
int b = 1;
int c;
for(int i=2; i <=n; i++) {
c= a +b;
a = b;
b = c;
}
return c;
}
// Min steps to one
// n-> n/3,n/2,n-1
int minStepsOne(int n,int dp[]) {
// Base Case
if(n == 1){
return 0;
}
//Lookup
if(dp[n]!=0){
return dp[n];
}
// rec case
int op1,op2,op3;
op1 = op2 = op3 = INT_MAX;
if(n%3 == 0) {
op1 = minStepsOne(n/3,dp) + 1;
}
if(n%2 ==0) {
op2 = minStepsOne(n/2,dp) + 1;
}
op3 = minStepsOne(n-1,dp) + 1;
int ans = min(min(op1,op2),op3);
return dp[n] = ans;
}
int minStepsBottomUp(int n){
int dp[100] = {0};
dp[1] = 0;
for(int i =2; i<=n; i++){
int op1,op2,op3;
op1 = op2 = op3 = INT_MAX;
if(n%3 ==0){
op[1] = dp[i/3];
}
if(n%2==0){
op[2] = dp[i/2];
};
op[3] = dp[i-1];
dp[i] = min(min(op1,op2),op3);
}
return dp[n];
}
// top down - rec solution
int minCoins(int N,int coins[],int T,int dp[]){
if(n == 0) return 0;
if(dp[n]! = 0) return dp[n];
int ans = INT_MAX;
for(int i =0; i <T; i++) {
if(n-coins[i]>=0) {
int subProb = minCoins(n-coins[i],coins,T,dp);
ans = min(ans,subProb + 1);
}
}
return dp[n] = ans;
}
int minCoinsBottomUp(int N,int coins[],int T){
int dp[100] = {0};
for(int n = 1; n<=N; n++) {
dp[n] = INT_MAX;
for(int i =0; i <T; i++) {
if(n-coins[i]>=0) {
int subprob = dp[n-coins[i]];
dp[n] = min(dp[n],subprob+1);
}
}
}
return dp[N];
}
// Top down approach
int maxProfitSellingBottles(int wines[],int i,
int j,int y,int dp[][100]){
// Base Case
if(i>j) return 0;
if(dp[i][j]!=0) return dp[i][j];
int op1 = wines[i]*y + profit(wines,i+1,j,y+1,dp);
int op2 = wines[j]*y + profit(wines,i,j-1,y+1,dp);
return dp[i][j] = max(op1,op2);
}
// Bottom up approach
int maxProfitSellingBottlesBU(int wines[],int y) {
int dp[100][100] = {};
int year = y;
for(int i =0; i<n; i++){
dp[i][i] = year * arr[i];
}
for(int len = 2; len <=n; len++){
int srt = 0;
int end = n - len ;
while(srt <= end) {
int endwindow = srt + len - 1;
dp[srt][endwindow] = max(
wines[srt]*year + dp[srt+1][endwindow],
wines[endwindow]*year +
dp[srt][endwindow-1]);
++srt;
}
-- year;
}
for(int i = 0; i <n; ++i){
for(int j =0; j <n; ++j){
cout<<setw(3)<<dp[i][j]<<" ";
}
cout<<endl;
}
return dp[0][n-1]
}
int main() {
#ifndef ONLINE_JUDGE
// for getting input from input.txt
freopen("input.txt", "r", stdin);
// for writing output to output.txt
freopen("output.txt", "w", stdout);
#endif
int n;
cin>>n;
cout<<fib(n);
return 0;
}