An example of data structure two machine scheduling problem

  • 2020-05-27 06:37:04
  • OfStack

An example of data structure two - machine scheduling problem

1. Problem description

Two-machine scheduling problem, also known as single-task optimal scheduling: n jobs are handled by two processors, A and B. Let's say the time required for the i job to be processed by machine A is a[i]; if processed by machine B, the time required is b[i]. Each job is now required to be handled by only one machine, and each machine cannot handle two jobs at the same time. A dynamic programming algorithm is designed to minimize the time it takes the two machines to process the n jobs (the total time from the start of any machine to the end of the last machine).

Consider an example: n=6, a = {2, 5, 7, 10, 5, 2}, b = {3, 8, 4, 11, 3, 4}.

Code 2.


#include <iostream>
#include <stdlib.h>
using namespace std;

int max(int a,int b){
   return a>b?a:b;
}

int min(int a,int b){
  return a<b?a:b;
}

int main(){
  int a[6]={2,5,7,10,5,2};
  int b[6]={3,8,4,11,3,4};
  int sum_a=0,sum_b=0,T=0,n=6;

  for (int i = 1; i <=n; i++)
  {
   T=max(T,min(sum_a+a[i-1],sum_b+b[i-1]));
   if(sum_a+a[i-1]>sum_b+b[i-1]){
    sum_b+=b[i-1];
    cout<<" task "<<i<<" Assigned to B do "<<endl;
   }else{
    sum_a+=a[i-1];
    cout<<" task "<<i<<" Assigned to A do "<<endl;
   }
  }
  cout<<" The total time is: "<<T<<endl;
}

Results 3.


yaopans-MacBook-Pro:algorithm yaopan$ g++ exercise5-2.cpp 
yaopans-MacBook-Pro:algorithm yaopan$ ./a.out 
 task 1 Assigned to A do 
 task 2 Assigned to A do 
 task 3 Assigned to B do 
 task 4 Assigned to B do 
 task 5 Assigned to A do 
 task 6 Assigned to A do 
 The total time is: 15

The above is the data structure of the dual machine scheduling example, if you have questions please leave a message or to the site community exchange discussion, thank you for reading, hope to help you, thank you for the support of the site!


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