0-1 knapsack problem code example
Example 1: python 0-1 kanpsack
#Returns the maximum value that can be stored by the bag
def knapSack(W, wt, val, n):
# initial conditions
if n == 0 or W == 0 :
return 0
# If weight is higher than capacity then it is not included
if (wt[n-1] > W):
return knapSack(W, wt, val, n-1)
# return either nth item being included or not
else:
return max(val[n-1] + knapSack(W-wt[n-1], wt, val, n-1),
knapSack(W, wt, val, n-1))
# To test above function
val = [50,100,150,200]
wt = [8,16,32,40]
W = 64
n = len(val)
print (knapSack(W, wt, val, n))
Example 2: knapsack
#include<bits/stdc++.h>
using namespace std;
vector<pair<int,int> >a;
int n,s,dp[1002][1002];
void ini(){
for(int i=0;i<1002;i++)
for(int j=0;j<1002;j++)
dp[i][j]=-1;
}
int f(int x,int b){
if(x>=n or b<=0)return 0;
if(dp[x][b]!=-1)return dp[x][b];
return dp[x][b]=max(f(x+1,b),b-a[x].second>=0?f(x+1,b-a[x].second)+a[x].first:INT_MIN);
}
int main(){
ios_base::sync_with_stdio(0);cin.tie(0);
cin>>n>>s;
a.resize(n);
for(int i=0;i<n;i++)
cin>>a[i].first;
for(int i=0;i<n;i++)
cin>>a[i].second;
ini();
cout<<f(0,s);
return 0;
}