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Solving bi-objective flow shop problem with hybrid path relinking algorithm
Zeng, Rong-Qiang1,2,3,4; Basseur, Matthieu2; Hao, Jin-Kao2
2013-09-30
发表期刊APPLIED SOFT COMPUTING
卷号13期号:10页码:4118-4132
摘要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.
文章类型Article
关键词Path Relinking Hypervolume Contribution Multi-objective Optimization Local Search Flow Shop Problem (Fsp)
WOS标题词Science & Technology ; Technology
收录类别SCI
关键词[WOS]PERMUTATION FLOWSHOP ; SCHEDULING PROBLEM ; GENETIC ALGORITHMS ; SEARCH ; TARDINESS
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications
WOS记录号WOS:000324031700009
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文献类型期刊论文
条目标识符http://ir.las.ac.cn/handle/12502/7603
专题中国科学院成都文献情报中心_信息技术部
作者单位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
第一作者单位中国科学院文献情报中心
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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.
APA Zeng, Rong-Qiang,Basseur, Matthieu,&Hao, Jin-Kao.(2013).Solving bi-objective flow shop problem with hybrid path relinking algorithm.APPLIED SOFT COMPUTING,13(10),4118-4132.
MLA Zeng, Rong-Qiang,et al."Solving bi-objective flow shop problem with hybrid path relinking algorithm".APPLIED SOFT COMPUTING 13.10(2013):4118-4132.
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