Algorithm Research & Explore
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2995-2999

Heuristic algorithm for unequal area facility layout problem with multiple objectives

Liu Jingfa1,2
Liu Jun2
1. School of Information Science & Technology, Guangdong University of Foreign Studies, Guangzhou 510006, China
2. School of Computer & Software, Nanjing University of Information Science & Technology, Nanjing 210044, China

Abstract

The multi-objective unequal area facility layout problem(UA-FLP) is the problem of placing facilities with different areas in a plant so that facilities satisfy some given objectives and constraints. This paper built a multi-objective optimization model based on minimizing the material handling costs and maximizing the closeness rating scores, and proposed a heuristic algorithm(HA) to solve the multi-objective UA-FLP. The algorithm adopted the heuristic layout updating strategy to update the layouts, and used the combination of the local search based on the adaptive gradient method and the heuristic facility deformation strategy to deal with the intrusive constraint between any two different facilities. The proposed heuristic algorithm combined the local search based on the Pareto optimization and the global search based on the niche technology to obtain Pareto-optimal solutions of the problem. Using two representative instances from the literature to test the performance of the algorithm, the experimental results show that the proposed heuristic algorithm is an effective method for solving the multi-objective UA-FLP.

Foundation Support

国家社会科学基金重大资助项目(16ZDA047)
国家自然科学基金资助项目(61373016)
江苏省自然科学基金资助项目(BK20181409,BK20171458)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.03.0203
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 10
Section: Algorithm Research & Explore
Pages: 2995-2999
Serial Number: 1001-3695(2019)10-026-2995-05

Publish History

[2019-10-05] Printed Article

Cite This Article

刘景发, 刘军. 一种多目标不等面积设施布局问题的启发式算法 [J]. 计算机应用研究, 2019, 36 (10): 2995-2999. (Liu Jingfa, Liu Jun. Heuristic algorithm for unequal area facility layout problem with multiple objectives [J]. Application Research of Computers, 2019, 36 (10): 2995-2999. )

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  • Application Research of Computers Monthly Journal
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Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

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