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Real-Time Dispatching of Guided and Unguided Automobile Service Units with Soft Time Windows

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Algorithms — ESA 2002 (ESA 2002)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2461))

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Abstract

We investigate a real-world large scale vehicle dispatching problem with strict real-time requirements, posed by our cooperation partner, the German Automobile Association. We present computational experience on real-world data with a dynamic column generation method employing a portfolio of acceleration techniques. Our computer program ZIBDIP yields solutions on heavy-load real-world instances (215 service requests, 95 service units) in less than a minute that are no worse than 1% from optimum on state-of-the-art personal computers.

Research supported by the German Science Foundation (DFG, grant GR 883/10)

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References

  1. Julien Bramel and David Simchi-Levi, On the effectiveness of set covering formulations for the vehicle routing problem with time windows, Operations Research 45 (1997), no. 2, 295–301.

    MATH  MathSciNet  Google Scholar 

  2. Vasek Chvatal, Linear programming, Freeman, New York, 1983.

    MATH  Google Scholar 

  3. Jaques Desrosiers, Yvan Dumas, Marius M. Solomon, and François Soumis, Time constraint routing and scheduling, Network Routing (Michael Ball, Tom Magnanti, Clyde Monma, and George Newhauser, eds.), Handbooks in Operations Research and Management Science, vol. 8, Elsevier, Amsterdam, 1995, pp. 35–140.

    Google Scholar 

  4. Soumia Ichoua, Michel Gendreau, and Jean-Yves Potvin, Diversion issues in realtime vehicle dispatching, Transportation Science 34 (2000), no. 4, 426–438.

    Article  MATH  Google Scholar 

  5. Jesper Larsen, Vehicle routing with time windows-finding optimal solutions efficiently, DORSnyt (engl.) (1999), no. 116.

    Google Scholar 

  6. Leon S. Lasdon, Optimization theory for large systems, Macmillan, New York, 1970.

    MATH  Google Scholar 

  7. Sushil J. Louis, Xiangying Yin, and Zhen Ya Yuan, Multiple vehicle routing with time windows using genetic algorithms, 1999 Congress on Evolutionary Computation (Piscataway, NJ), IEEE Service Center, 1999, pp. 1804–1808.

    Google Scholar 

  8. D.G. Luenberger, Linear and nonlinear programming, 2 ed., Addison-Wesley, 1984.

    Google Scholar 

  9. Éric Taillard, P. Badeau, Michel Gendreau, F. Guertin, and Jean-Yves Potvin, A tabu search heuristic for the vehicle routing problem with soft time windows, Transportation Science 31 (1997), 170–186.

    Article  MATH  Google Scholar 

  10. Kenny Qili Zhu and Kar-Loon Ong, A reactive method for real time dynamic vehicle routing problem, Proceedings of the 12th ICTAI, 2000.

    Google Scholar 

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© 2002 Springer-Verlag Berlin Heidelberg

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Krumke, S.O., Rambau, J., Torres, L.M. (2002). Real-Time Dispatching of Guided and Unguided Automobile Service Units with Soft Time Windows. In: Möhring, R., Raman, R. (eds) Algorithms — ESA 2002. ESA 2002. Lecture Notes in Computer Science, vol 2461. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45749-6_56

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  • DOI: https://doi.org/10.1007/3-540-45749-6_56

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-44180-9

  • Online ISBN: 978-3-540-45749-7

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