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NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints

M. F. F., Ab Rashid and M. M., Razali and Make, M. R. Abdullah and N. M. Zuki, N. M. and A. N. M., Rose (2016) NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints. In: Proceeding of International Competition and Exhibition on Computing Innovation 2016, 6-8 December 2016 , University Sports Complex, Universiti Malaysia Pahang. pp. 317-321.. ISBN 978-967-2054-04-7

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Abstract

The existing line balancing algorithm assume that any assembly task can be performed in any workstation. However, in reality, there are resource constraints to be considered such as machine, tool, skilled worker etc. In this research we consider all the resources in assembly, so that the assembly task assignment can be performed smoothly using the available resources in the manufacturing plant. In this research, we developed an Elitist Non-Dominated Sorting Genetic Algorithm (NSGA-II) to optimize assembly line balancing with resource constraint (ALB-RC).

Item Type: Conference or Workshop Item (Lecture)
Uncontrolled Keywords: Line balancing; optimization
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Faculty/Division: Faculty of Mechanical Engineering
Depositing User: Noorul Farina Arifin
Date Deposited: 24 Mar 2017 02:11
Last Modified: 27 Apr 2018 07:31
URI: http://umpir.ump.edu.my/id/eprint/17321
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