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Title: Solving bi-objective flow shop problem with hybrid path relinking algorithm
Author: Zeng, Rong-Qiang1,2,3,4; Basseur, Matthieu2; Hao, Jin-Kao2
Source: APPLIED SOFT COMPUTING
Issued Date: 2013-09-30
Volume: 13, Issue:10, Pages:4118-4132
Keyword: Path relinking ; Hypervolume contribution ; Multi-objective optimization ; Local search ; Flow shop problem (FSP)
Indexed Type: SCI
DOC Type: Article
English Abstract: This paper presents and investigates different ways to integrate path relinking techniques into the hypervolume-based multi-objective local search algorithm (HBMOLS). We aim to evaluate the effectiveness of different path relinking strategies, these strategies focus on two main steps: the ways of path generation and the mechanisms of solutions selection. We propose different methods to establish the path relinking algorithms in a multi-objective context. Computational results on a biobjective flow shop problem (FSP) and a statistical comparison are reported in the paper. In comparison with two versions of HBMOLS, the algorithms selecting a set of solutions located in the middle of the generated path are efficient. The behavior of these algorithms sheds light on ways to further improvements. (C) 2013 Elsevier B. V. All rights reserved.
WOS Headings: Science & Technology ; Technology
WOS Subject: Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications
WOS Subject Extended: Computer Science
WOS Keyword Plus: PERMUTATION FLOWSHOP ; SCHEDULING PROBLEM ; GENETIC ALGORITHMS ; SEARCH ; TARDINESS
Language: 英语
WOS ID: WOS:000324031700009
Citation statistics:
Content Type: 期刊论文
URI: http://ir.las.ac.cn/handle/12502/7603
Appears in Collections:中国科学院成都文献情报中心_信息技术部_期刊论文

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description.institution: 1.Southwest Jiaotong Univ, Sch Math, Chengdu 610031, Sichuan, Peoples R China
2.Univ Angers, LERIA, F-49045 Angers 01, France
3.Univ Elect Sci & Technol China, Sch Comp Sci & Engn, Chengdu 610054, Sichuan, Peoples R China
4.Chinese Acad Sci, Chengdu Documentat & Informat Ctr, Chengdu 610041, Sichuan, Peoples R China

Recommended Citation:
Zeng, Rong-Qiang,Basseur, Matthieu,Hao, Jin-Kao. Solving bi-objective flow shop problem with hybrid path relinking algorithm[J]. APPLIED SOFT COMPUTING,2013,13(10):4118-4132.
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