LNCS 2787 Use of an Artificial Immune System for Job Shop Scheduling 1st Edition by Carlos Coello Coello, Daniel Cortés Rivera, Nareli Cruz Cortés  ISBN 3540451927 9783540451921

LNCS 2787 – Use of an Artificial Immune System for Job Shop Scheduling 1st Edition by Carlos A. Coello Coello, Daniel Cortés Rivera, Nareli Cruz Cortés  – Ebook PDF Instant Download/Delivery. 3540451927, 9783540451921

Full download LNCS 2787 – Use of an Artificial Immune System for Job Shop Scheduling 1st Edition after payment

 

 

Product details:

ISBN 10: 3540451927

ISBN 13: 9783540451921

Author:  Carlos A. Coello Coello, Daniel Cortés Rivera, Nareli Cruz Cortés  

LNCS 2787 – Use of an Artificial Immune System for Job Shop Scheduling 1st Edition : 

In this paper, we propose an algorithm based on an artificial immune system to solve job shop scheduling problems. The approach uses clonal selection, hypermutations and a library of antibodies to construct solutions. It also uses a local selection mechanism that tries to eliminate gaps between jobs in order to improve solutions produced by the search mechanism of the algorithm. The proposed approach is compared with respect to GRASP (an enumerative approach) in several test problems taken from the specialized literature. Our results indicate that the proposed algorithm is highly competitive, being able to produce better solutions than GRASP in several cases, at a fraction of its computational cost.

 

LNCS 2787 – Use of an Artificial Immune System for Job Shop Scheduling 1st Edition Table of contents:

1 Introduction

2 Statement of the Problem

3 Description of Our Approach

4 Comparison of Results

5 Conclusions and Future Work

 

People also search for LNCS 2787 – Use of an Artificial Immune System for Job Shop Scheduling 1st Edition :

artificial immune response
    
jobs immune to ai
    
jobs immune to automation
    
an artificial surgical environment
    
an immune system is necessary for human life because