Sim-RandSharp: A Hybrid Algorithm for solving the Arc Routing Problem with Stochastic Demands

dc.contributor.author
González Martín, Sergio
dc.contributor.author
Juan Pérez, Ángel Alejandro
dc.contributor.author
Riera Terrén, Daniel
dc.contributor.author
Elizondo, Mónica
dc.contributor.author
Fonseca Casas, Pau
dc.date
2019-01-30T12:16:35Z
dc.date
2019-01-30T12:16:35Z
dc.date
2012-12
dc.identifier.citation
Gonzalez Martin, S., Elizondo, M., Riera-Terrén, D., Juan, A.A. & Fonseca, P. (2012). Sim-RandSHARP: A Hybrid Algorithm for solving the Arc Routing Problem with Stochastic Demands. Winter Simulation Conference (WSC). Proceedings, 2012(), 1-11. doi: 10.1109/WSC.2012.6465034
dc.identifier.citation
9781467347822
dc.identifier.citation
1558-4305
dc.identifier.citation
10.1109/WSC.2012.6465034
dc.identifier.uri
http://hdl.handle.net/10609/90870
dc.description.abstract
This paper proposes a new hybrid algorithm for solving the Arc Routing Problem with Stochastic Demands (ARPSD). Our approach combines Monte Carlo simulation (MCS) with the RandSHARP algorithm, which is designed for solving the Capacitated Arc Routing Problem (CARP) with deterministic demands. The RandSHARP algorithm makes use of a CARP-adapted version of the Clarke and Wright Savings heuristic, which was originally designed for the Vehicle Routing Problem. The RandSHARP algorithm also integrates a biased-randomized process, which allows it to obtain competitive results for the CARP in low computational times. The RandSHARP algorithm is then combined with MCS to solve the ARPSD. Some numerical experiments contribute to illustrate the potential benefits of our approach.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
Winter Simulation Conference (WSC). Proceedings
dc.relation
Winter Simulation Conference (WSC). Proceedings, 2012
dc.relation
Winter Simulation Conference, Berlin, Alemanya, 09-12, desembre de 2012
dc.relation
https://informs-sim.org/wsc12papers/includes/files/con252.pdf.
dc.relation
https://ieeexplore.ieee.org/document/6465034
dc.relation
info:eu-repo/grantAgreement/CYTED2010-511RT0419
dc.relation
info:eu-repo/grantAgreement/TRA2010-21644-C03
dc.rights
cc-by-nc-sa
dc.rights
https://creativecommons.org/licenses/by-nc-sa/3.0/
dc.rights
info:eu-repo/semantics/openAccess
dc.subject
Monte Carlo methods
dc.subject
vehicle routing
dc.subject
ruta para vehículos
dc.subject
métodos Monte Carlo
dc.subject
ruta per a vehicles
dc.subject
mètodes Monte Carlo
dc.subject
Algorithms
dc.subject
Algorismes
dc.subject
Algoritmos
dc.title
Sim-RandSharp: A Hybrid Algorithm for solving the Arc Routing Problem with Stochastic Demands
dc.type
info:eu-repo/semantics/conferenceObject
dc.type
info:eu-repo/semantics/submittedVersion


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