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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Barreto SS (2004) Análise e Modelização de Problemas de localização-distribuição [Analysis and modelling of location-routing problems]. University of Aveiro, Portugal
Barreto S, Ferreira C, Paixão J, Santos BS (2007) Using clustering analysis in a capacitated location-routing problem. Eur J Oper Res 179(3):968–977
Braysy O (2003) A reactive variable neighborhood search for the vehicle-routing problem with time windows. INFORMS J Comput 15(4):347–368
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
Laporte G, Nobert Y (1981) An exact algorithm for minimizing routing and operating costs in depot location. Eur J Oper Res 6(2):224–226
Lenstra JK, Kan AHGR (1981) Complexity of vehicle routing and scheduling problems. Networks 11(2):221–227
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
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
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):34–44
Tuzun D, Burke LI (1999) A two-phase tabu search approach to the location routing problem. Eur J Oper Res 116(1):87–99
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
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer Science+Business Media Singapore
About this paper
Cite this paper
Maghfiroh, M.F.N., Perwira Redi, A.A.N., Yu, V.F. (2013). Variable Neighborhood Search with Path-Relinking for the Capacitated Location Routing Problem. In: Lin, YK., Tsao, YC., Lin, SW. (eds) Proceedings of the Institute of Industrial Engineers Asian Conference 2013. Springer, Singapore. https://doi.org/10.1007/978-981-4451-98-7_34
Download citation
DOI: https://doi.org/10.1007/978-981-4451-98-7_34
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-4451-97-0
Online ISBN: 978-981-4451-98-7
eBook Packages: EngineeringEngineering (R0)