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

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Proceedings of the Institute of Industrial Engineers Asian Conference 2013

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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References

  • Barreto SS (2004) Análise e Modelização de Problemas de localização-distribuição [Analysis and modelling of location-routing problems]. University of Aveiro, Portugal

    Google Scholar 

  • 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

    Article  MATH  Google Scholar 

  • Braysy O (2003) A reactive variable neighborhood search for the vehicle-routing problem with time windows. INFORMS J Comput 15(4):347–368

    Article  MathSciNet  Google Scholar 

  • 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

    Google Scholar 

  • 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

    Article  MATH  Google Scholar 

  • Lenstra JK, Kan AHGR (1981) Complexity of vehicle routing and scheduling problems. Networks 11(2):221–227

    Article  Google Scholar 

  • 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

    Google Scholar 

  • 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

    Google Scholar 

  • 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

    Article  Google Scholar 

  • Tuzun D, Burke LI (1999) A two-phase tabu search approach to the location routing problem. Eur J Oper Res 116(1):87–99

    Article  MATH  Google Scholar 

  • 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

    Google Scholar 

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Correspondence to Meilinda F. N. Maghfiroh .

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© 2013 Springer Science+Business Media Singapore

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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

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  • DOI: https://doi.org/10.1007/978-981-4451-98-7_34

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-4451-97-0

  • Online ISBN: 978-981-4451-98-7

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