A hybrid method for solving the multi-objective assignment problem

A hybrid method for solving the multi-objective assignment problem

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Article ID: iaor20104409
Volume: 9
Issue: 2
Start Page Number: 149
End Page Number: 164
Publication Date: Jun 2010
Journal: Journal of Mathematical Modelling and Algorithms
Authors: ,
Keywords: programming: assignment, heuristics
Abstract:

Most of the well known methods for solving multi-objective combinatorial optimization problems deal with only two objectives. In this paper, we develop a metaheuristic method for solving multi-objective assignment problems with three or more objectives. This method is based on the dominance cost variant of the multi-objective simulated annealing (DCMOSA) and hybridizes neighborhood search techniques which consist of either a local search or a multi-objective branch and bound search (here the multi-objective branch and bound search is used as a local move to a fragment of a solution).

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