Online scheduling in minimizing makespan on identical parallel processor with release date

n this paper, we address a non-preemptive task scheduling problem with an objective function of minimizing the makespan. We consider online scheduling with release date on identical parallel processing system with centralized and no splitting structure. Multi-steps heuristic algorithms are proposed...

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Main Authors: Nordin, Syarifah Zyurina, Lou, Caccetta
Format: Article
Language:English
Published: Department of Mathematical Sciences, UTM 2014
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Online Access:http://eprints.utm.my/id/eprint/59857/1/SyarifahZyurina2014_OnlineSchedulinginMinimizingMakespan.pdf
http://eprints.utm.my/id/eprint/59857/
https://matematika.utm.my/index.php/matematika/article/view/740/666
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spelling my.utm.598572022-04-24T07:30:23Z http://eprints.utm.my/id/eprint/59857/ Online scheduling in minimizing makespan on identical parallel processor with release date Nordin, Syarifah Zyurina Lou, Caccetta QA Mathematics n this paper, we address a non-preemptive task scheduling problem with an objective function of minimizing the makespan. We consider online scheduling with release date on identical parallel processing system with centralized and no splitting structure. Multi-steps heuristic algorithms are proposed to solve this non-deterministic scheduling problem. A computational experiment is conducted to examine the effectiveness of the proposed multi-steps method in different size problem. The computational results show that all the proposed heuristics obtain good results with the gap between optimal solutions are less than 10% even for a large date set. The experiment is performed using Microsoft Visual C++ programming software in windows environment. Department of Mathematical Sciences, UTM 2014-09 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/59857/1/SyarifahZyurina2014_OnlineSchedulinginMinimizingMakespan.pdf Nordin, Syarifah Zyurina and Lou, Caccetta (2014) Online scheduling in minimizing makespan on identical parallel processor with release date. Matematika (Malaysian Journal of Industrial and Applied Mathematics), 30 (1A). pp. 71-84. ISSN 0127-8274 https://matematika.utm.my/index.php/matematika/article/view/740/666
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Nordin, Syarifah Zyurina
Lou, Caccetta
Online scheduling in minimizing makespan on identical parallel processor with release date
description n this paper, we address a non-preemptive task scheduling problem with an objective function of minimizing the makespan. We consider online scheduling with release date on identical parallel processing system with centralized and no splitting structure. Multi-steps heuristic algorithms are proposed to solve this non-deterministic scheduling problem. A computational experiment is conducted to examine the effectiveness of the proposed multi-steps method in different size problem. The computational results show that all the proposed heuristics obtain good results with the gap between optimal solutions are less than 10% even for a large date set. The experiment is performed using Microsoft Visual C++ programming software in windows environment.
format Article
author Nordin, Syarifah Zyurina
Lou, Caccetta
author_facet Nordin, Syarifah Zyurina
Lou, Caccetta
author_sort Nordin, Syarifah Zyurina
title Online scheduling in minimizing makespan on identical parallel processor with release date
title_short Online scheduling in minimizing makespan on identical parallel processor with release date
title_full Online scheduling in minimizing makespan on identical parallel processor with release date
title_fullStr Online scheduling in minimizing makespan on identical parallel processor with release date
title_full_unstemmed Online scheduling in minimizing makespan on identical parallel processor with release date
title_sort online scheduling in minimizing makespan on identical parallel processor with release date
publisher Department of Mathematical Sciences, UTM
publishDate 2014
url http://eprints.utm.my/id/eprint/59857/1/SyarifahZyurina2014_OnlineSchedulinginMinimizingMakespan.pdf
http://eprints.utm.my/id/eprint/59857/
https://matematika.utm.my/index.php/matematika/article/view/740/666
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score 13.211869