TY - JOUR
T1 - Solving an urban waste collection problem using ants heuristics
AU - Bautista, Joaquín
AU - Fernández, Elena
AU - Pereira, Jordi
N1 - Funding Information:
The research of the first and the third author has been partially supported through the Spanish CICYT Grant BEC2003-03809. The research of the second author has been partially supported through the SPANISH MEC Grant TIC2003-05982-C05-04. These supports are gratefully acknowledged.
PY - 2008/9
Y1 - 2008/9
N2 - 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.
AB - 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.
KW - Ants heuristics
KW - Arc routing
KW - Urban waste management
UR - http://www.scopus.com/inward/record.url?scp=38749119430&partnerID=8YFLogxK
U2 - 10.1016/j.cor.2007.01.029
DO - 10.1016/j.cor.2007.01.029
M3 - Article
AN - SCOPUS:38749119430
VL - 35
SP - 3020
EP - 3033
JO - Computers and Operations Research
JF - Computers and Operations Research
SN - 0305-0548
IS - 9
ER -