Path inequalities for the vehicle routing problem with time windows

Brian Kallehauge, Natashia Boland, Oli B.G. Madsen

    Research output: Contribution to journalJournal articleResearchpeer-review

    Abstract

    In this paper we introduce a new formulation of the vehicle routing problem with time windows (VRPTW) involving only binary variables. The new formulation is based on the formulation of the asymmetric traveling salesman problem with time windows by Ascheuer et al. (Networks 36 (2000) 69-79) and has the advantage of avoiding additional variables and linking constraints. In the new formulation, time windows are modeled using path inequalities that eliminate time and capacity infeasible paths. We present a new class of strengthened path inequalities based on the polyhedral results obtained by Mak (Ph.D. Thesis, 2001) for a variant of the TSP. We study the VRPTW polytope and determine its dimension. We show that the lifted path inequalities are facet defining under certain assumptions. We also introduce precedence constraints in the context of the VRPTW. Computational experiments are performed with a branch and cut algorithm on the Solomon test problems with wide time windows. Based on results on 25-node problems, the outcome is promising compared to leading algorithms in the literature. In particular, we report a solution to a previously unsolved 50-node Solomon test problem R208. The conclusion is therefore that a polyhedral approach to the VRPTW is a viable alternative to the path formulation of Desrochers et al. (Oper Res 40 (1992), 342-354).
    Original languageEnglish
    JournalNetworks
    Volume49
    Issue number4
    Pages (from-to)273-293
    ISSN0028-3045
    DOIs
    Publication statusPublished - 2007

    Keywords

    • time windows
    • vehicle routing
    • polyhedral analysis
    • branch and cut

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