21
Knapsack Algorithm : Problem solved using Dynamic Programming
C Language
Algorithm
Problem Solving

The Knapsack Problem is also called as rucksack problem. A basic c program is written to solve knapsack problem given with set of items each with a mass and value. Describe every individual item included in a collection so that total weight is less than or equal to a given limit and total value is as large as possible. A fixed size knapsack is defined at the beginning. It must fill with most valuable items.

Here is the source code in c program used to solve knapsack problem. It is successfully compiled and tested on Linux system. The output is shown below.

Source code:

#include <stdio.h>

int max(int a, int b) { return (a > b)? a : b; }
// Returns the maximum value that can be put in a knapsack of capacity W
int knapsack(int W, int wt[], int val[], int n)
{
   int i, w;
   int K[n+1][W+1];

   // Build table K[][] in bottom up manner
   for (i = 0; i <= n; i++)
   {
       for (w = 0; w <= W; w++)
       {
           if (i==0 || w==0)
               K[i][w] = 0;
           else if (wt[i-1] <= w)
                 K[i][w] = max(val[i-1] + K[i-1][w-wt[i-1]],  K[i-1][w]);
           else
                 K[i][w] = K[i-1][w];
       }
   }

   return K[n][W];
}

int main()
{
    int val[] = {60, 100, 120};
    int wt[] = {10, 20, 30};
    int  W = 50;
    int n = sizeof(val)/sizeof(val[0]);
    printf("\nValue = %d", knapsack(W, wt, val, n));
    return 0;
}

Output:

$ gcc knapsack.c -o knapsack

$ ./knapsack

Value = 220

Author

?