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Tuesday, November 16, 2024

Program to implement knapsack problem using greedy method


//Program to implement knapsack problem using greedy method

What actually Problem Says ?
  1. Given a set of items, each with a weight and a value.
  2. Determine the number of each item to include in a collection so that the total weight is less than a given limit and the total value is as large as possible
  3. It derives its name from the problem faced by someone who is constrained by a fixed-size knapsack and must fill it with the most useful items.
Program :
# include<stdio.h>
# include<conio.h>
void knapsack(int n, float weight[], float profit[], float capacity)
{
 float x[20], tp= 0;
 int i, j, u;
 u=capacity;
 for (i=0;i<n;i++)
     x[i]=0.0;
 for (i=0;i<n;i++)
 {
 if(weight[i]>u)
      break;
 else
     {
     x[i]=1.0;
     tp= tp+profit[i];
     u=u-weight[i];
     }
 }
 if(i<n)
       x[i]=u/weight[i];
 tp= tp + (x[i]*profit[i]);
 printf("\n The result vector is:- ");
 for(i=0;i<n;i++)
        printf("%f\t",x[i]);
 printf("\m Maximum profit is:- %f", tp);
}
void main()
{
 float weight[20], profit[20], capacity;
 int n, i ,j;
 float ratio[20], temp;
 clrscr();
 printf ("\n Enter the no. of objects:- ");
 scanf ("%d", &num);
 printf ("\n Enter the wts and profits of each object:- ");
 for (i=0; i<n; i++)
 {
 scanf("%f %f", &weight[i], &profit[i]);
 }
 printf ("\n enter the capacityacity of knapsack:- ");
 scanf ("%f", &capacity);
 for (i=0; i<n; i++)
 {
 ratio[i]=profit[i]/weight[i];
 }
 for(i=0; i<n; i++)
 {
    for(j=i+1;j< n; j++)
    {
      if(ratio[i]<ratio[j])
      {
      temp= ratio[j];
      ratio[j]= ratio[i];
      ratio[i]= temp;
     temp= weight[j];
     weight[j]= weight[i];
     weight[i]= temp;
     temp= profit[j];
     profit[j]= profit[i];
     profit[i]= temp;
     }
   }
 }
 knapsack(n, weight, profit, capacity);
 getch();
}

Output :
Enter the no. of objects:- 7
Enter the wts and profits of each object:- 
2 10
3 5
5 15
7 7
1 6
4 18
1 3
Enter the capacity of knapsack:- 15
The result vector is:- 1.000000        1.000000        1.000000        1.000000
    1.000000        0.666667        0.000000        
Maximum profit is:- 55.333332

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1 Comment:

Fahad Uddin said...

nice post.
Fahad,
http://mycsnippets.blogspot.com/

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