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Solving the location-routing problem with simultaneous pickup and delivery by simulated annealing

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  • Vincent F. Yu
  • Shin-Yu Lin

Abstract

The study concerns the location-routing problem with simultaneous pickup and delivery (LRPSPD) in which the pickup and delivery take place at the same time for each customer. The goal is to determine the facility locations and vehicle routes in order to minimise the total system cost as a sum of facility opening cost, vehicle fixed cost and vehicle travel cost. A simulated annealing (SA) heuristic is proposed for the problem and extensive computational experiments are conducted. The results show that the proposed SA effectively solves LRPSPD and outperforms existing exact approaches in terms of solution quality.

Suggested Citation

  • Vincent F. Yu & Shin-Yu Lin, 2016. "Solving the location-routing problem with simultaneous pickup and delivery by simulated annealing," International Journal of Production Research, Taylor & Francis Journals, vol. 54(2), pages 526-549, January.
    • Handle: RePEc:taf:tprsxx:v:54:y:2016:i:2:p:526-549
    DOI: 10.1080/00207543.2015.1085655
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    References listed on IDEAS

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    1. Madsen, Oli B. G., 1983. "Methods for solving combined two level location-routing problems of realistic dimensions," European Journal of Operational Research, Elsevier, vol. 12(3), pages 295-301, March.
    2. Watson-Gandy, CDT & Dohrn, PJ, 1973. "Depot location with van salesmen -- A practical approach," Omega, Elsevier, vol. 1(3), pages 321-329, June.
    3. Osman, IH & Potts, CN, 1989. "Simulated annealing for permutation flow-shop scheduling," Omega, Elsevier, vol. 17(6), pages 551-557.
    4. Sofianopoulou, Stella, 1992. "Simulated annealing applied to the process allocation problem," European Journal of Operational Research, Elsevier, vol. 60(3), pages 327-334, August.
    5. S Salhi & G Nagy, 1999. "A cluster insertion heuristic for single and multiple depot vehicle routing problems with backhauling," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(10), pages 1034-1042, October.
    6. Ting, Ching-Jung & Chen, Chia-Ho, 2013. "A multiple ant colony optimization algorithm for the capacitated location routing problem," International Journal of Production Economics, Elsevier, vol. 141(1), pages 34-44.
    7. Karaoglan, Ismail & Altiparmak, Fulya & Kara, Imdat & Dengiz, Berna, 2012. "The location-routing problem with simultaneous pickup and delivery: Formulations and a heuristic approach," Omega, Elsevier, vol. 40(4), pages 465-477.
    8. Aksen, Deniz & Altinkemer, Kemal, 2008. "A location-routing problem for the conversion to the "click-and-mortar" retailing: The static case," European Journal of Operational Research, Elsevier, vol. 186(2), pages 554-575, April.
    9. Jacobsen, S. K. & Madsen, O. B. G., 1980. "A comparative study of heuristics for a two-level routing-location problem," European Journal of Operational Research, Elsevier, vol. 5(6), pages 378-387, December.
    10. S. Lin & B. W. Kernighan, 1973. "An Effective Heuristic Algorithm for the Traveling-Salesman Problem," Operations Research, INFORMS, vol. 21(2), pages 498-516, April.
    11. G. Clarke & J. W. Wright, 1964. "Scheduling of Vehicles from a Central Depot to a Number of Delivery Points," Operations Research, INFORMS, vol. 12(4), pages 568-581, August.
    12. Karaoglan, Ismail & Altiparmak, Fulya & Kara, Imdat & Dengiz, Berna, 2011. "A branch and cut algorithm for the location-routing problem with simultaneous pickup and delivery," European Journal of Operational Research, Elsevier, vol. 211(2), pages 318-332, June.
    13. Tuzun, Dilek & Burke, Laura I., 1999. "A two-phase tabu search approach to the location routing problem," European Journal of Operational Research, Elsevier, vol. 116(1), pages 87-99, July.
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