Lévy Flights for Ant Colony Optimization inContinuous Domains

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Abstract

In this paper, the authors propose the use of the Levy probabilitydistribution as leading mechanism for solutions differentiation inan efficient and bio-inspired optimization algorithm, ant colony optimizationin continuous domains, ACOR. In the classical ACOR, newsolutions are constructed starting from one solution, selected from anarchive, where Gaussian distribution is used for parameter diversification.In the proposed approach, the Levy probability distributions areproperly introduced in the solution construction step, in order to couplethe ACOR algorithm with the exploration properties of the Levydistribution.
Lingua originaleEnglish
Pagine79-88
Numero di pagine10
Stato di pubblicazionePublished - 2009

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