Hybridization of Soft Computing Techniques for Job Scheduling Problem: Soft Computing Techniques - Couverture souple

Velayutham, Dr.Selvi

 
9786202071291: Hybridization of Soft Computing Techniques for Job Scheduling Problem: Soft Computing Techniques
Couverture souple
ISBN 10 : 620207129X ISBN 13 : 9786202071291
Editeur : LAP LAMBERT Academic Publishing, 2017

Synopsis

This book focused on evolutionary and swarm intelligence technique for scheduling problems and also discussed about genetic algorithm for scheduling, particle swarm optimization and artificial bee colony algorithms and their implementations. In this book, AABC techniques were also discussed.In this adaptive ABC technique, the term adaptiveness is achieved by using mutation, crossover and velocity in the employed bee phase for finding the new food sources. The adaptive ABC algorithm optimally allocates the jobs to the accurate processors or resources. Moreover, these existing techniques mostly concentrate on two factors such as the minimization of the makespan and the completion time. These hybrid techniques have performed well with these two factors and allocate jobs to the resources for increasing the resource utilization. The adaptiveness improves the efficiency of scheduling process when compared to the three conventional hybrid job scheduling techniques.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

This book focused on evolutionary and swarm intelligence technique for scheduling problems and also discussed about genetic algorithm for scheduling, particle swarm optimization and artificial bee colony algorithms and their implementations. In this book, AABC techniques were also discussed.In this adaptive ABC technique, the term adaptiveness is achieved by using mutation, crossover and velocity in the employed bee phase for finding the new food sources. The adaptive ABC algorithm optimally allocates the jobs to the accurate processors or resources. Moreover, these existing techniques mostly concentrate on two factors such as the minimization of the makespan and the completion time. These hybrid techniques have performed well with these two factors and allocate jobs to the resources for increasing the resource utilization. The adaptiveness improves the efficiency of scheduling process when compared to the three conventional hybrid job scheduling techniques.

Biographie de l'auteur

Dr. V. Selvi is presently working as Assistant professor, Department of Computer Science, Mother Teresa Women's University, Kodaikanal. Totally she has 19 years experience in teaching and 13 years experience in research. She published 25 research papers in reputed and International journals and attended many National and International conferences.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2017
Langue
anglais
ISBN 10 
620207129X
ISBN 13 
9786202071291
Reliure
Broché
Nombre de pages
128
Coordonnées du fabricant
non disponible
Personne responsable
non disponible