Document Type
Article
Publication Date
2012
Publication Source
Procedia Computer Science
Abstract
This paper extends the earlier studies conducted on multiple scheduler profile in fuzzy genetic scheduling. Multiple schedulers can set up individual fuzzy membership bounds which results in different evaluation of multi-objective problem of single machine scheduling. A new software application enables feedback among schedulers by applying seeding of individual scheduler's population by best chromosomes from other scheduler's population. Few experiments are performed on the aforementioned software application to evaluate the performance of the multi objective single machine scheduling problem by varying the level and frequency of feedback. More improvement is observed as the frequency of the feedback is increased but no significant improvement is observed when the level is increased.
Inclusive pages
129-134
ISBN/ISSN
1877-0509
Document Version
Published Version
Publisher
Elsevier
Volume
12
Peer Reviewed
yes
Keywords
• Genetic algorithm, multi-person scheduling, multiple objective, single machine, fuzzy systems
eCommons Citation
Süer, Gürsel A., "Evaluation of Feedback among Multiple Scheduler Profiles in Fuzzy Genetic Scheduling" (2012). Engineering Management and Systems Faculty Publications. 7.
https://ecommons.udayton.edu/enm_fac_pub/7
COinS
Comments
This article is provided for download by way of the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported (CC BY-NC-ND 3.0) License.
DOI: https://doi.org/10.1016/j.procs.2012.09.042