Solving an urban waste collection problem using ants heuristics

Joaquín Bautista, Elena Fernández, Jordi Pereira

Resultado de la investigación: Contribución a una revistaArtículorevisión exhaustiva

93 Citas (Scopus)

Resumen

This paper describes the methodology that we have applied for the solution of an urban waste collection problem in the municipality of Sant Boi de Llobregat, within the metropolitan area of Barcelona (Spain). The basic nature of the considered problem is that of a capacitated arc routing problem, although it has several specific characteristics, mainly derived from traffic regulations. We present the model that we have built for the problem, which results after an appropriate transformation of the problem into a node routing one. We also present the ant colonies heuristics that we have used to obtain the solutions to the problem. These combine constructive methods, based on nearest neighbor and on nearest insertion, with a local search that explores various neighborhoods. The application of the proposed methods gives results that improve considerably the ones that were previously used in the municipality.

Idioma originalInglés
Páginas (desde-hasta)3020-3033
Número de páginas14
PublicaciónComputers and Operations Research
Volumen35
N.º9
DOI
EstadoPublicada - sept. 2008
Publicado de forma externa

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