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Diversion Issues in Real-Time Vehicle Dispatching

Author

Listed:
  • Soumia Ichoua

    (Centre de recherche sur les transports and Département d'informatique et de recherche opérationnelle, Universitéde Montréal, C.P. 6128, succ. Centre-pville, Montréal, Québec, H3C 3J7, Canada)

  • Michel Gendreau

    (Centre de recherche sur les transports and Département d'informatique et de recherche opérationnelle, Universitéde Montréal, C.P. 6128, succ. Centre-pville, Montréal, Québec, H3C 3J7, Canada)

  • Jean-Yves Potvin

    (Centre de recherche sur les transports and Département d'informatique et de recherche opérationnelle, Universitéde Montréal, C.P. 6128, succ. Centre-pville, Montréal, Québec, H3C 3J7, Canada)

Abstract

Recent technological advances in communication systems now allow the exploitation of realtime information for dynamic vehicle routing and scheduling. It is possible, in particular, to consider diverting a vehicle away from its current destination in response to a new customer request. In this paper, a strategy for assigning customer requests, which includes diversion, is proposed, and various issues related to it are presented. An empirical evaluation of the proposed approach is performed within a previously reported tabu search heuristic. Simulations compare the tabu search heuristic, with and without the new strategy, on a dynamic problem motivated from a courier service application. The results demonstrate the potential savings that can be obtained through the application of the proposed approach.

Suggested Citation

  • Soumia Ichoua & Michel Gendreau & Jean-Yves Potvin, 2000. "Diversion Issues in Real-Time Vehicle Dispatching," Transportation Science, INFORMS, vol. 34(4), pages 426-438, November.
    • Handle: RePEc:inm:ortrsc:v:34:y:2000:i:4:p:426-438
    DOI: 10.1287/trsc.34.4.426.12325
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    References listed on IDEAS

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    1. Hill, A. V. & Mabert, V. A. & Montgomery, D. W., 1988. "A decision support system for the courier vehicle scheduling problem," Omega, Elsevier, vol. 16(4), pages 333-345.
    2. Harilaos N. Psaraftis, 1980. "A Dynamic Programming Solution to the Single Vehicle Many-to-Many Immediate Request Dial-a-Ride Problem," Transportation Science, INFORMS, vol. 14(2), pages 130-154, May.
    3. Harilaos N. Psaraftis, 1983. "An Exact Algorithm for the Single Vehicle Many-to-Many Dial-A-Ride Problem with Time Windows," Transportation Science, INFORMS, vol. 17(3), pages 351-357, August.
    4. Dimitris J. Bertsimas & Garrett van Ryzin, 1991. "A Stochastic and Dynamic Vehicle Routing Problem in the Euclidean Plane," Operations Research, INFORMS, vol. 39(4), pages 601-615, August.
    5. Bertsimas, Dimitris & Van Ryzin, Garrett., 1991. "A stochastic and dynamic vehicle routing problem in the Euclidean plane," Working papers 3286-91., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    6. Gerald G. Brown & Carol J. Ellis & Glenn W. Graves & David Ronen, 1987. "Real-Time, Wide Area Dispatch of Mobil Tank Trucks," Interfaces, INFORMS, vol. 17(1), pages 107-120, February.
    7. Dimitris J. Bertsimas & Garrett van Ryzin, 1993. "Stochastic and Dynamic Vehicle Routing in the Euclidean Plane with Multiple Capacitated Vehicles," Operations Research, INFORMS, vol. 41(1), pages 60-76, February.
    8. Alan S. Minkoff, 1993. "A Markov Decision Model and Decomposition Heuristic for Dynamic Vehicle Dispatching," Operations Research, INFORMS, vol. 41(1), pages 77-90, February.
    9. Bertsimas, Dimitris & Chervi, Philippe. & Peterson, Michael., 1991. "Computational approaches to stochastic vehicle routing problems," Working papers 3285-91., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    10. Walter J. Bell & Louis M. Dalberto & Marshall L. Fisher & Arnold J. Greenfield & R. Jaikumar & Pradeep Kedia & Robert G. Mack & Paul J. Prutzman, 1983. "Improving the Distribution of Industrial Gases with an On-Line Computerized Routing and Scheduling Optimizer," Interfaces, INFORMS, vol. 13(6), pages 4-23, December.
    11. David M. Stein, 1978. "Scheduling Dial-a-Ride Transportation Systems," Transportation Science, INFORMS, vol. 12(3), pages 232-249, August.
    12. Rajendra S. Solanki & Frank Southworth, 1991. "An Execution Planning Algorithm for Military Airlift," Interfaces, INFORMS, vol. 21(4), pages 121-131, August.
    13. Warren B. Powell & Yosef Sheffi & Kenneth S. Nickerson & Kevin Butterbaugh & Susan Atherton, 1988. "Maximizing Profits for North American Van Lines' Truckload Division: A New Framework for Pricing and Operations," Interfaces, INFORMS, vol. 18(1), pages 21-41, February.
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