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Stochastic Vehicle Routing with Random Travel Times

Author

Listed:
  • Astrid S. Kenyon

    (Institute of Mathematics B, Technical University Graz, A-8010 Graz, Austria)

  • David P. Morton

    (Graduate Program in Operations Research, The University of Texas at Austin, Austin, Texas 78712)

Abstract

We consider stochastic vehicle routing problems on a network with random travel and service times. A fleet of one or more vehicles is available to be routed through the network to service each node. Two versions of the model are developed based on alternative objective functions. We provide bounds on optimal objective function values and conditions under which reductions to simpler models can be made. Our solution method embeds a branch-and-cut scheme within a Monte Carlo sampling-based procedure.

Suggested Citation

  • Astrid S. Kenyon & David P. Morton, 2003. "Stochastic Vehicle Routing with Random Travel Times," Transportation Science, INFORMS, vol. 37(1), pages 69-82, February.
    • Handle: RePEc:inm:ortrsc:v:37:y:2003:i:1:p:69-82
    DOI: 10.1287/trsc.37.1.69.12820
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    References listed on IDEAS

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