Tabu search for multiobjective combinatorial optimization: TAMOCO

Tabu search for multiobjective combinatorial optimization: TAMOCO

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Article ID: iaor2009642
Country: Poland
Volume: 29
Issue: 3
Start Page Number: 799
End Page Number: 818
Publication Date: Jan 2000
Journal: Control and Cybernetics
Authors:
Keywords: combinatorial analysis, decision theory: multiple criteria, heuristics: tabu search
Abstract:

This paper presents the multiobjective tabu search method, TAMOCO. Being an adaptation of the well-known tabu search, it can be used to generate approximations to the non-dominated solutions of multiobjective combinatorial optimization problems. TAMOCO works with a set of current solutions which, through manipulation of weights, are optimized towards the non-dominated frontier while at the same time seeking to disperse over the frontier. The general procedure and some extensions to it are presented, as well as suggestions of usage in interactive procedures.

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