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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| Format: | Article |
| Language: | en |
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Trans Tech Publications
2013
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| 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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| author | Ho, Yoong Chow Hasan, Sulaiman Bareduan, Ahmad Salleh |
| author_facet | Ho, Yoong Chow Hasan, Sulaiman Bareduan, Ahmad Salleh |
| author_sort | Ho, Yoong Chow |
| building | UTHM Library |
| collection | Institutional Repository |
| content_provider | Universiti Tun Hussein Onn Malaysia |
| content_source | UTHM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| 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 |
| id | my.uthm.eprints-8092 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | en |
| publishDate | 2013 |
| publisher | Trans Tech Publications |
| record_format | eprints |
| 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 |
| 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 |
| title | 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_short | 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 |
| topic | T Technology (General) |
| 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 |
| url_provider | http://eprints.uthm.edu.my/ |