Title
Solving an urban waste collection problem using ants heuristics
Abstract
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.
Year
DOI
Venue
2008
10.1016/j.cor.2007.01.029
Computers & Operations Research
Keywords
Field
DocType
ants heuristics,constructive method,nearest insertion,capacitated arc,basic nature,appropriate transformation,ant colonies heuristics,urban waste collection problem,considered problem,nearest neighbor,sant boi de llobregat
k-nearest neighbors algorithm,Arc routing,Constructive,Operations research,Heuristics,Local search (optimization),Ant colony,Metropolitan area,Waste collection,Geography
Journal
Volume
Issue
ISSN
35
9
Computers and Operations Research
Citations 
PageRank 
References 
28
0.97
18
Authors
3
Name
Order
Citations
PageRank
Joaquín Bautista134527.50
Elena Fernández215710.37
Jordi Pereira325219.64