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Optimization of a Real-World Auto-Carrier Transportation Problem

Author

Listed:
  • Mauro Dell’Amico

    (DISMI, University of Modena and Reggio Emilia, 42122 Reggio Emilia, Italy)

  • Simone Falavigna

    (DISMI, University of Modena and Reggio Emilia, 42122 Reggio Emilia, Italy)

  • Manuel Iori

    (DISMI, University of Modena and Reggio Emilia, 42122 Reggio Emilia, Italy)

Abstract

We study a real-world distribution problem arising in the automotive field in which cars, trucks, and other vehicles have to be loaded onto auto-carriers and then delivered to dealers. The solution of the problem involves both the computation of the routing of the auto-carriers along the road network and the determination of a feasible loading for each carrier. We solve the problem by means of an iterated local search algorithm that makes use of several inner local search strategies for the routing part and mathematical modeling and enumeration techniques for the loading part. Extensive computational results on real-world instances show that good savings on the total cost can be obtained within small computational efforts.

Suggested Citation

  • Mauro Dell’Amico & Simone Falavigna & Manuel Iori, 2015. "Optimization of a Real-World Auto-Carrier Transportation Problem," Transportation Science, INFORMS, vol. 49(2), pages 402-419, May.
    • Handle: RePEc:inm:ortrsc:v:49:y:2015:i:2:p:402-419
    DOI: 10.1287/trsc.2013.0492
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    References listed on IDEAS

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    1. Manuel Iori & Silvano Martello, 2010. "Routing problems with loading constraints," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 18(1), pages 4-27, July.
    2. Michel Gendreau & Manuel Iori & Gilbert Laporte & Silvano Martello, 2006. "A Tabu Search Algorithm for a Routing and Container Loading Problem," Transportation Science, INFORMS, vol. 40(3), pages 342-350, August.
    3. Hoff, Arild & Gribkovskaia, Irina & Laporte, Gilbert & Løkketangen, Arne, 2009. "Lasso solution strategies for the vehicle routing problem with pickups and deliveries," European Journal of Operational Research, Elsevier, vol. 192(3), pages 755-766, February.
    4. Manuel Iori & Silvano Martello, 2010. "Rejoinder on: Routing problems with loading constraints," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 18(1), pages 41-42, July.
    5. Manuel A. Alba Martínez & Jean-François Cordeau & Mauro Dell'Amico & Manuel Iori, 2013. "A Branch-and-Cut Algorithm for the Double Traveling Salesman Problem with Multiple Stacks," INFORMS Journal on Computing, INFORMS, vol. 25(1), pages 41-55, February.
    6. R. Tadei & G. Perboli & F. Della Croce, 2002. "A Heuristic Algorithm for the Auto-Carrier Transportation Problem," Transportation Science, INFORMS, vol. 36(1), pages 55-62, February.
    7. H. W. Lenstra, 1983. "Integer Programming with a Fixed Number of Variables," Mathematics of Operations Research, INFORMS, vol. 8(4), pages 538-548, November.
    8. Manuel Iori & Juan-José Salazar-González & Daniele Vigo, 2007. "An Exact Approach for the Vehicle Routing Problem with Two-Dimensional Loading Constraints," Transportation Science, INFORMS, vol. 41(2), pages 253-264, May.
    9. Helena R. Lourenço & Olivier C. Martin & Thomas Stützle, 2010. "Iterated Local Search: Framework and Applications," International Series in Operations Research & Management Science, in: Michel Gendreau & Jean-Yves Potvin (ed.), Handbook of Metaheuristics, chapter 0, pages 363-397, Springer.
    10. Mingzhou Jin & Sandra Eksioglu & Burak Eksioglu & Haiyuan Wang, 2010. "Mode Selection for Automotive Distribution with Quantity Discounts," Networks and Spatial Economics, Springer, vol. 10(1), pages 1-13, March.
    11. Emmanouil E. Zachariadis & Christos D. Tarantilis & Chris T. Kiranoudis, 2012. "The Pallet-Packing Vehicle Routing Problem," Transportation Science, INFORMS, vol. 46(3), pages 341-358, August.
    12. Gerald Y. Agbegha & Ronald H. Ballou & Kamlesh Mathur, 1998. "Optimizing Auto-Carrier Loading," Transportation Science, INFORMS, vol. 32(2), pages 174-188, May.
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    Citations

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    Cited by:

    1. Cherkesly, Marilène & Gschwind, Timo, 2022. "The pickup and delivery problem with time windows, multiple stacks, and handling operations," European Journal of Operational Research, Elsevier, vol. 301(2), pages 647-666.
    2. Vidal, Thibaut & Laporte, Gilbert & Matl, Piotr, 2020. "A concise guide to existing and emerging vehicle routing problem variants," European Journal of Operational Research, Elsevier, vol. 286(2), pages 401-416.
    3. Sun, Yanshuo & Kirtonia, Sajeeb & Chen, Zhi-Long, 2021. "A survey of finished vehicle distribution and related problems from an optimization perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    4. Bonassa, Antonio Carlos & Cunha, Claudio Barbieri da & Isler, Cassiano Augusto, 2023. "A multi-start local search heuristic for the multi-period auto-carrier loading and transportation problem in Brazil," European Journal of Operational Research, Elsevier, vol. 307(1), pages 193-211.

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