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A Tabu Search with Slope Scaling for the Multicommodity Capacitated Location Problem with Balancing Requirements

Author

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  • Bernard Gendron
  • Jean-Yves Potvin
  • Patrick Soriano

Abstract

In this paper, a tabu search heuristic is combined with slope scaling to solve a discrete depot location problem, known as the multicommodity location problem with balancing requirements. Although the uncapacitated version of this problem has already been addressed in the literature, this is not the case for the more challenging capacitated version, where each depot has a fixed and finite capacity. The slope scaling approach is used during the initialization phase to provide the tabu search with good starting solutions. Numerical results are reported on various types of large-scale randomly generated instances. The quality of the heuristic is assessed by comparing the solutions obtained with those of a commercial mixed-integer programming code. Copyright Kluwer Academic Publishers 2003

Suggested Citation

  • Bernard Gendron & Jean-Yves Potvin & Patrick Soriano, 2003. "A Tabu Search with Slope Scaling for the Multicommodity Capacitated Location Problem with Balancing Requirements," Annals of Operations Research, Springer, vol. 122(1), pages 193-217, September.
    • Handle: RePEc:spr:annopr:v:122:y:2003:i:1:p:193-217:10.1023/a:1026102724889
    DOI: 10.1023/A:1026102724889
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    Citations

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    Cited by:

    1. Weili Zhang & Charles D. Nicholson, 2020. "Objective scaling ensemble approach for integer linear programming," Journal of Heuristics, Springer, vol. 26(1), pages 1-19, February.
    2. Michel Vasquez & Mirsad Buljubasic & Saïd Hanafi, 2023. "An efficient scenario penalization matheuristic for a stochastic scheduling problem," Journal of Heuristics, Springer, vol. 29(2), pages 383-408, June.
    3. Noor-E-Alam, Md. & Mah, Andrew & Doucette, John, 2012. "Integer linear programming models for grid-based light post location problem," European Journal of Operational Research, Elsevier, vol. 222(1), pages 17-30.
    4. Li, Jinfeng & Chu, Feng & Prins, Christian & Zhu, Zhanguo, 2014. "Lower and upper bounds for a two-stage capacitated facility location problem with handling costs," European Journal of Operational Research, Elsevier, vol. 236(3), pages 957-967.
    5. Moon, Ilkyeong & Do Ngoc, Anh-Dung & Konings, Rob, 2013. "Foldable and standard containers in empty container repositioning," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 49(1), pages 107-124.

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