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MIP models and a hybrid method for the capacitated air-cargo network planning and scheduling problems

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  • Zhang, Canrong
  • Xie, Fanrui
  • Huang, Kun
  • Wu, Tao
  • Liang, Zhe

Abstract

This paper examines hub location and plane assignment problems for the air-cargo delivery service. Two mixed integer programming models are constructed. Their difference lies in the way they control the number of visiting hubs for serving each O-D pair. Due to the NP-hardness of the problem, a two-stage hybrid algorithm is developed to solve large-scale instances. The first stage settles partial critical variables by heuristics and the second stage settles the rest of variables by a commercial solver. Based on the real-life data, numerical experiments are conducted to test the performance of the models and algorithm.

Suggested Citation

  • Zhang, Canrong & Xie, Fanrui & Huang, Kun & Wu, Tao & Liang, Zhe, 2017. "MIP models and a hybrid method for the capacitated air-cargo network planning and scheduling problems," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 103(C), pages 158-173.
    • Handle: RePEc:eee:transe:v:103:y:2017:i:c:p:158-173
    DOI: 10.1016/j.tre.2017.05.003
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    as
    1. An, Yu & Zhang, Yu & Zeng, Bo, 2015. "The reliable hub-and-spoke design problem: Models and algorithms," Transportation Research Part B: Methodological, Elsevier, vol. 77(C), pages 103-122.
    2. He, Yan & Wu, Tao & Zhang, Canrong & Liang, Zhe, 2015. "An improved MIP heuristic for the intermodal hub location problem," Omega, Elsevier, vol. 57(PB), pages 203-211.
    3. Azadian, Farshid & Murat, Alper E. & Chinnam, Ratna Babu, 2012. "Dynamic routing of time-sensitive air cargo using real-time information," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 48(1), pages 355-372.
    4. Tang, Ching-Hui, 2011. "A scenario decomposition-genetic algorithm method for solving stochastic air cargo container loading problems," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(4), pages 520-531, July.
    5. Amaruchkul, Kannapha & Lorchirachoonkul, Vichit, 2011. "Air-cargo capacity allocation for multiple freight forwarders," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 47(1), pages 30-40, January.
    6. Yaman, Hande, 2011. "Allocation strategies in hub networks," European Journal of Operational Research, Elsevier, vol. 211(3), pages 442-451, June.
    7. Yang, Kai & Yang, Lixing & Gao, Ziyou, 2016. "Planning and optimization of intermodal hub-and-spoke network under mixed uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 248-266.
    8. Lin, Ming Hsin, 2013. "Airport privatization in congested hub–spoke networks," Transportation Research Part B: Methodological, Elsevier, vol. 54(C), pages 51-67.
    9. Alumur, Sibel & Kara, Bahar Y., 2008. "Network hub location problems: The state of the art," European Journal of Operational Research, Elsevier, vol. 190(1), pages 1-21, October.
    10. Kupfer, Franziska & Kessels, Roselinde & Goos, Peter & Van de Voorde, Eddy & Verhetsel, Ann, 2016. "The origin–destination airport choice for all-cargo aircraft operations in Europe," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 87(C), pages 53-74.
    11. Zheng, Jianfeng & Meng, Qiang & Sun, Zhuo, 2015. "Liner hub-and-spoke shipping network design," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 75(C), pages 32-48.
    12. Campbell, James F., 1994. "Integer programming formulations of discrete hub location problems," European Journal of Operational Research, Elsevier, vol. 72(2), pages 387-405, January.
    13. Meng, Qiang & Wang, Xinchang, 2011. "Intermodal hub-and-spoke network design: Incorporating multiple stakeholders and multi-type containers," Transportation Research Part B: Methodological, Elsevier, vol. 45(4), pages 724-742, May.
    14. Liang, Zhe & He, Yan & Wu, Tao & Zhang, Canrong, 2015. "An informative column generation and decomposition method for a production planning and facility location problem," International Journal of Production Economics, Elsevier, vol. 170(PA), pages 88-96.
    15. S. L. Hakimi, 1964. "Optimum Locations of Switching Centers and the Absolute Centers and Medians of a Graph," Operations Research, INFORMS, vol. 12(3), pages 450-459, June.
    16. Estrada-Romeu, Miquel & Robusté, Francesc, 2015. "Stopover and hub-and-spoke shipment strategies in less-than-truckload carriers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 76(C), pages 108-121.
    17. Zou, Li & Yu, Chunyan & Dresner, Martin, 2013. "The application of inventory transshipment modeling to air cargo revenue management," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 57(C), pages 27-44.
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    Cited by:

    1. Bierwirth, Benjamin & Schocke, Kai-Oliver, 2017. "Lead-time optimization potential of digitization in air cargo," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Kersten, Wolfgang & Blecker, Thorsten & Ringle, Christian M. (ed.), Digitalization in Supply Chain Management and Logistics: Smart and Digital Solutions for an Industry 4.0 Environment. Proceedings of the Hamburg Inter, volume 23, pages 75-98, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
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    3. Tao Wu, 2022. "Predictive Search for Capacitated Multi-Item Lot Sizing Problems," INFORMS Journal on Computing, INFORMS, vol. 34(1), pages 385-406, January.

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