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Copy path0-1KnapsackProblem.cpp
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0-1KnapsackProblem.cpp
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// recursion
int knapSack(int W, int wt[], int val[], int n)
{
if(n == 0 or W == 0)
return 0;
if(wt[n - 1] > W)
return knapSack(W, wt, val, n - 1);
else
return max(knapSack(W, wt, val, n - 1), val[n - 1] + knapSack(W - wt[n - 1], wt, val, n - 1));
}
// dynamic program || memoization
int dp[1001][1001];
int func(int W, int wt[], int val[],int n){
if(n == 0 or W == 0)
return 0;
if(dp[n - 1][W] != -1)
return dp[n - 1][W];
if(wt[n - 1] > W)
return dp[n - 1][W] = func(W, wt, val, n - 1);
else
return dp[n - 1][W] = max(func(W, wt, val, n - 1), val[n - 1] + func(W - wt[n - 1], wt, val, n - 1));
}
int knapSack(int W, int wt[], int val[], int n){
memset(dp, -1, sizeof(dp));
return func(W, wt, val, n);
}
// dynamic program || tabulation
int knapSack(int W, int wt[], int val[], int n)
{
vector<vector<int>> dp(n + 1, vector<int> (W + 1, 0));
for(int i = 0; i <= n; i++){
for(int w = 0; w <= W; w++){
if(i == 0 or w == 0)
dp[i][w] = 0;
else if(wt[i - 1] > w)
dp[i][w] = dp[i - 1][w];
else
dp[i][w] = max(dp[i - 1][w], val[i - 1] + dp[i - 1][w - wt[i - 1]]);
}
}
return dp[n][W];
}