The noising methods: A generalization of some metaheuristics

The noising methods: A generalization of some metaheuristics

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Article ID: iaor20021930
Country: Netherlands
Volume: 135
Issue: 1
Start Page Number: 86
End Page Number: 101
Publication Date: Nov 2001
Journal: European Journal of Operational Research
Authors: ,
Keywords: optimization: simulated annealing
Abstract:

In this paper, an exhaustive review of the principles and of the applications of the noising methods, recent combinatorial optimization metaheuristics, is attempted. The features and the variants of the noising methods are detailed and the tunings of their parameters when applied to different combinatorial optimization problems are summarized. The links between the noising methods and two other metaheuristics (namely, the simulated annealing method and the threshold accepting algorithm) are also studied and that the noising methods can be considered as generalizations of these metaheuristics when their components are properly chosen is shown.

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