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Basic concept of implementing artificial bee colony (ABC) system in flow shop scheduling

Ho, Yoong Chow and Hasan, Sulaiman and Bareduan , Salleh Ahmad (2013) Basic concept of implementing artificial bee colony (ABC) system in flow shop scheduling. Applied Mechanics and Materials, 315. pp. 385-388. ISSN 16627482

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Abstract

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. Info:

Item Type: Article
Uncontrolled Keywords: Artificial bee colony; flow shop scheduling
Subjects: T Technology > TS Manufactures > TS155-194 Production management. Operations management
Divisions: Faculty of Mechanical and Manufacturing Engineering > Department of Manufacturing and Industrial Engineering
Depositing User: Mr. Mohammad Shaifulrip Ithnin
Date Deposited: 13 Aug 2018 03:21
Last Modified: 13 Aug 2018 03:21
URI: http://eprints.uthm.edu.my/id/eprint/9754
Statistic Details: View Download Statistic

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