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2013 | OriginalPaper | Buchkapitel

Variable Neighborhood Search with Path-Relinking for the Capacitated Location Routing Problem

verfasst von : Meilinda F. N. Maghfiroh, A. A. N. Perwira Redi, Vincent F. Yu

Erschienen in: Proceedings of the Institute of Industrial Engineers Asian Conference 2013

Verlag: Springer Singapore

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Abstract

The Location Routing Problem (LRP) integrates strategic decisions (facility location) and tactical decisions (vehicle routing) aimed at minimizing the total cost associated with location opening cost and routing cost. It belongs to the class of NP-hard problems. In this study, we present a variable neighborhood search with path-relinking (VNSPR) for solving the CLRP. The path-relinking procedure is integrated into the variable neighborhood search (VNS) framework. We tested our heuristic approach on three well-know CLRP data sets and the results were compared with those reported in the literature. Computational results indicate that the proposed VNSPR heuristic is competitive with existing approaches for the CLRP.

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Literatur
Zurück zum Zitat Barreto SS (2004) Análise e Modelização de Problemas de localização-distribuição [Analysis and modelling of location-routing problems]. University of Aveiro, Portugal Barreto SS (2004) Análise e Modelização de Problemas de localização-distribuição [Analysis and modelling of location-routing problems]. University of Aveiro, Portugal
Zurück zum Zitat Barreto S, Ferreira C, Paixão J, Santos BS (2007) Using clustering analysis in a capacitated location-routing problem. Eur J Oper Res 179(3):968–977MATHCrossRef Barreto S, Ferreira C, Paixão J, Santos BS (2007) Using clustering analysis in a capacitated location-routing problem. Eur J Oper Res 179(3):968–977MATHCrossRef
Zurück zum Zitat Braysy O (2003) A reactive variable neighborhood search for the vehicle-routing problem with time windows. INFORMS J Comput 15(4):347–368MathSciNetCrossRef Braysy O (2003) A reactive variable neighborhood search for the vehicle-routing problem with time windows. INFORMS J Comput 15(4):347–368MathSciNetCrossRef
Zurück zum Zitat Escobar JW, Linfati R, Toth P (2013) A two-phase hybrid heuristic algorithm for the capacitated location-routing problem. Comput Oper Res 40(1):70–79 Escobar JW, Linfati R, Toth P (2013) A two-phase hybrid heuristic algorithm for the capacitated location-routing problem. Comput Oper Res 40(1):70–79
Zurück zum Zitat Laporte G, Nobert Y (1981) An exact algorithm for minimizing routing and operating costs in depot location. Eur J Oper Res 6(2):224–226MATHCrossRef Laporte G, Nobert Y (1981) An exact algorithm for minimizing routing and operating costs in depot location. Eur J Oper Res 6(2):224–226MATHCrossRef
Zurück zum Zitat Lenstra JK, Kan AHGR (1981) Complexity of vehicle routing and scheduling problems. Networks 11(2):221–227CrossRef Lenstra JK, Kan AHGR (1981) Complexity of vehicle routing and scheduling problems. Networks 11(2):221–227CrossRef
Zurück zum Zitat Prins C, Prodhon C, Calvo R (2006) Solving the capacitated location-routing problem by a GRASP complemented by a learning process and a path relinking. 4OR 4(3):221–238 Prins C, Prodhon C, Calvo R (2006) Solving the capacitated location-routing problem by a GRASP complemented by a learning process and a path relinking. 4OR 4(3):221–238
Zurück zum Zitat Taillard É, Badeau P, Gendreau M, Guertin F, Potvin JY (1997) A Tabu search heuristic for the vehicle routing problem with soft time windows. Transp Sci 31(2):170–186 Taillard É, Badeau P, Gendreau M, Guertin F, Potvin JY (1997) A Tabu search heuristic for the vehicle routing problem with soft time windows. Transp Sci 31(2):170–186
Zurück zum Zitat Ting C-J, Chen C-H (2013) A multiple ant colony optimization algorithm for the capacitated location routing problem. Int J Prod Econ 141(1):34–44CrossRef Ting C-J, Chen C-H (2013) A multiple ant colony optimization algorithm for the capacitated location routing problem. Int J Prod Econ 141(1):34–44CrossRef
Zurück zum Zitat Tuzun D, Burke LI (1999) A two-phase tabu search approach to the location routing problem. Eur J Oper Res 116(1):87–99MATHCrossRef Tuzun D, Burke LI (1999) A two-phase tabu search approach to the location routing problem. Eur J Oper Res 116(1):87–99MATHCrossRef
Zurück zum Zitat Yu VF, Lin S-W, Lee W, Ting C-J (2010) A simulated annealing heuristic for the capacitated location routing problem. Comput Ind Eng 58(2):288–299 Yu VF, Lin S-W, Lee W, Ting C-J (2010) A simulated annealing heuristic for the capacitated location routing problem. Comput Ind Eng 58(2):288–299
Metadaten
Titel
Variable Neighborhood Search with Path-Relinking for the Capacitated Location Routing Problem
verfasst von
Meilinda F. N. Maghfiroh
A. A. N. Perwira Redi
Vincent F. Yu
Copyright-Jahr
2013
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-4451-98-7_34

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