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Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling

Flow shop scheduling is a common operational problem in a production system. Effective flow shop scheduling can help the company to improve the management system, hence increase income. Artificial Bee Colony (ABC) is a system that is widely used for scheduling optimization in a production system sin...

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Main Authors: Ho, Yoong Chow, Hasan, Sulaiman, Bareduan, Ahmad Salleh
Format: Article
Language:English
Published: Trans Tech Publications 2013
Subjects:
T Technology (General)
Online Access:http://eprints.uthm.edu.my/8092/1/J4744_be7d700a760439cfa9a48c145cc2ce1a.pdf
http://eprints.uthm.edu.my/8092/
https://doi.org/10.4028/www.scientific.net/AMM.315.385
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spelling my.uthm.eprints.80922022-12-06T02:58:35Z http://eprints.uthm.edu.my/8092/ Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling Ho, Yoong Chow Hasan, Sulaiman Bareduan, Ahmad Salleh T Technology (General) Flow shop scheduling is a common operational problem in a production system. Effective flow shop scheduling can help the company to improve the management system, hence increase income. Artificial Bee Colony (ABC) is a system that is widely used for scheduling optimization in a production system since 2005. However, the fundamental ABC system uses a heuristic approach to obtain an optimum solution which may not be the optimum solution at all. The ABC system is tested on the speed to obtain the optimum solution for a flowshop scheduling problem and measures the applicability of the schedule in terms of makespan. A simple model of ABC algorithm was developed to identify the effectiveness of the ABC for solving flow shop scheduling problem compared to other established methods. Result shows the ABC model is capable of producing best makespan in flow shop problem tested. Trans Tech Publications 2013 Article PeerReviewed text en http://eprints.uthm.edu.my/8092/1/J4744_be7d700a760439cfa9a48c145cc2ce1a.pdf Ho, Yoong Chow and Hasan, Sulaiman and Bareduan, Ahmad Salleh (2013) Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling. Applied Mechanics and Materials, 315. pp. 385-388. ISSN 1660-9336 https://doi.org/10.4028/www.scientific.net/AMM.315.385
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
topic T Technology (General)
spellingShingle T Technology (General)
Ho, Yoong Chow
Hasan, Sulaiman
Bareduan, Ahmad Salleh
Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling
description Flow shop scheduling is a common operational problem in a production system. Effective flow shop scheduling can help the company to improve the management system, hence increase income. Artificial Bee Colony (ABC) is a system that is widely used for scheduling optimization in a production system since 2005. However, the fundamental ABC system uses a heuristic approach to obtain an optimum solution which may not be the optimum solution at all. The ABC system is tested on the speed to obtain the optimum solution for a flowshop scheduling problem and measures the applicability of the schedule in terms of makespan. A simple model of ABC algorithm was developed to identify the effectiveness of the ABC for solving flow shop scheduling problem compared to other established methods. Result shows the ABC model is capable of producing best makespan in flow shop problem tested.
format Article
author Ho, Yoong Chow
Hasan, Sulaiman
Bareduan, Ahmad Salleh
author_facet Ho, Yoong Chow
Hasan, Sulaiman
Bareduan, Ahmad Salleh
author_sort Ho, Yoong Chow
title Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling
title_short Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling
title_full Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling
title_fullStr Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling
title_full_unstemmed Basic concept of implementing Artificial Bee Colony (ABC) system in flow shop scheduling
title_sort basic concept of implementing artificial bee colony (abc) system in flow shop scheduling
publisher Trans Tech Publications
publishDate 2013
url http://eprints.uthm.edu.my/8092/1/J4744_be7d700a760439cfa9a48c145cc2ce1a.pdf
http://eprints.uthm.edu.my/8092/
https://doi.org/10.4028/www.scientific.net/AMM.315.385
_version_ 1751538656691093504
score 13.211869

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