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A reactive tabu search for the vehicle routing problem

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  • N A Wassan

    (University of Kent)

Abstract

The classical vehicle routing problem (VRP) involves determining a fleet of homogeneous size vehicles and designing an associated set of routes that minimizes the total cost. Our tabu search (TS) algorithm to solve the VRP is based on reactive tabu search (RTS) with a new escape mechanism, which manipulates different neighbourhood schemes in a very sophisticated way in order to get a balanced intensification and diversification continuously during the search process. We compare our algorithm with the best methods in the literature using different data sets and report results including new best known solutions for several well-known benchmark problems.

Suggested Citation

  • N A Wassan, 2006. "A reactive tabu search for the vehicle routing problem," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(1), pages 111-116, January.
    • Handle: RePEc:pal:jorsoc:v:57:y:2006:i:1:d:10.1057_palgrave.jors.2601957
    DOI: 10.1057/palgrave.jors.2601957
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    References listed on IDEAS

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    1. Michel Gendreau & Alain Hertz & Gilbert Laporte, 1994. "A Tabu Search Heuristic for the Vehicle Routing Problem," Management Science, INFORMS, vol. 40(10), pages 1276-1290, October.
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    Cited by:

    1. F Alonso & M J Alvarez & J E Beasley, 2008. "A tabu search algorithm for the periodic vehicle routing problem with multiple vehicle trips and accessibility restrictions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(7), pages 963-976, July.
    2. Saïd Salhi & Gábor Nagy, 2009. "Local improvement in planar facility location using vehicle routing," Annals of Operations Research, Springer, vol. 167(1), pages 287-296, March.
    3. Chi Ming Tam & Thomas Tong & Bill Wong, 2007. "An integrated system for earthmoving planning," Construction Management and Economics, Taylor & Francis Journals, vol. 25(11), pages 1127-1137.
    4. N Wassan, 2007. "Reactive tabu adaptive memory programming search for the vehicle routing problem with backhauls," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 58(12), pages 1630-1641, December.
    5. Fagui Liu & Lvshengbiao Wang & Mengke Gui & Yang Zhang & Yulin Lan & Chengqi Lai & Boyuan Zhu, 2023. "A hybrid heuristic algorithm for urban distribution with simultaneous pickup-delivery and time window," Journal of Heuristics, Springer, vol. 29(2), pages 269-311, June.

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