Quotation Tricoire, Fabien. 2012. Multi-directional local search. Computers & Operations Research. 39 (12), 3089-3101.


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Abstract

This paper introduces multi-directional local search, a metaheuristic for multi-objective optimization. We first motivate the method and present an algorithmic framework for it. We then apply it to several known multi-objective problems such as the multi-objective multi-dimensional knapsack problem, the bi-objective set packing problem and the bi-objective orienteering problem. Experimental results show that our method systematically provides solution sets of comparable quality with state-of-the-art methods applied to benchmark instances of these problems, within reasonable CPU effort. We conclude that the proposed algorithmic framework is a viable option when solving multi-objective optimization problems.

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Publication's profile

Status of publication Published
Affiliation External
Type of publication Journal article
Journal Computers and Operations Research
Citation Index SCI
WU Journalrating 2009 A
WU-Journal-Rating new FIN-A, INF-A, STRAT-B, WH-B
Language English
Title Multi-directional local search
Volume 39
Number 12
Year 2012
Page from 3089
Page to 3101
Reviewed? Y
URL https://www.sciencedirect.com/science/article/pii/S0305054812000639
DOI https://doi.org/10.1016/j.cor.2012.03.010
Open Access Y
Open Access Link https://www.sciencedirect.com/science/article/pii/S0305054812000639

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Tricoire, Fabien (Details)
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