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Models and algorithms for multi-crane oriented scheduling method in container terminals

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  • Zeng, Qingcheng
  • Yang, Zhongzhen
  • Lai, Luyuan

Abstract

"Multi-crane oriented" is a scheduling method that yard trailers can be shared by different quay cranes. In this paper, two models for this problem are developed. The first one is a model for an inter-ship-based sharing method. In this model, yard trailers can be shared by quay cranes of different ships. To solve the model, a two-phase Tabu search algorithm is designed. The second one is a model for a ship-based sharing method. In this model, yard trailers can only be shared by quay cranes of the same ship. Q-learning algorithm is designed to solve the model. Numerical tests show that the "multi-crane oriented" method can decrease the yard trailers' travel distance, reduce the disequilibrium of different working lines, and thus improve the operation efficiency in container terminals.

Suggested Citation

  • Zeng, Qingcheng & Yang, Zhongzhen & Lai, Luyuan, 2009. "Models and algorithms for multi-crane oriented scheduling method in container terminals," Transport Policy, Elsevier, vol. 16(5), pages 271-278, September.
    • Handle: RePEc:eee:trapol:v:16:y:2009:i:5:p:271-278
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    References listed on IDEAS

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    1. Kim, Kap Hwan & Lee, Keung Mo & Hwang, Hark, 2003. "Sequencing delivery and receiving operations for yard cranes in port container terminals," International Journal of Production Economics, Elsevier, vol. 84(3), pages 283-292, June.
    2. Daganzo, Carlos F., 1989. "The crane scheduling problem," Transportation Research Part B: Methodological, Elsevier, vol. 23(3), pages 159-175, June.
    3. Nishimura, Etsuko & Imai, Akio & Papadimitriou, Stratos, 2005. "Yard trailer routing at a maritime container terminal," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 41(1), pages 53-76, January.
    4. Goodchild, A.V. & Daganzo, C.F., 2007. "Crane double cycling in container ports: Planning methods and evaluation," Transportation Research Part B: Methodological, Elsevier, vol. 41(8), pages 875-891, October.
    5. Peterkofsky, Roy I. & Daganzo, Carlos F., 1990. "A branch and bound solution method for the crane scheduling problem," Transportation Research Part B: Methodological, Elsevier, vol. 24(3), pages 159-172, June.
    6. Evers, Joseph J. M. & Koppers, Stijn A. J., 1996. "Automated guided vehicle traffic control at a container terminal," Transportation Research Part A: Policy and Practice, Elsevier, vol. 30(1), pages 21-34, January.
    7. Zhang, Chuqian & Wan, Yat-wah & Liu, Jiyin & Linn, Richard J., 2002. "Dynamic crane deployment in container storage yards," Transportation Research Part B: Methodological, Elsevier, vol. 36(6), pages 537-555, July.
    8. Ng, W. C., 2005. "Crane scheduling in container yards with inter-crane interference," European Journal of Operational Research, Elsevier, vol. 164(1), pages 64-78, July.
    9. Nishimura, Etsuko & Imai, Akio & Papadimitriou, Stratos, 2001. "Berth allocation planning in the public berth system by genetic algorithms," European Journal of Operational Research, Elsevier, vol. 131(2), pages 282-292, June.
    10. Chen, Lu & Bostel, Nathalie & Dejax, Pierre & Cai, Jianguo & Xi, Lifeng, 2007. "A tabu search algorithm for the integrated scheduling problem of container handling systems in a maritime terminal," European Journal of Operational Research, Elsevier, vol. 181(1), pages 40-58, August.
    11. Henry Lau & Ying Zhao, 2008. "Integrated scheduling of handling equipment at automated container terminals," Annals of Operations Research, Springer, vol. 159(1), pages 373-394, March.
    12. Imai, Akio & Nishimura, Etsuko & Papadimitriou, Stratos, 2003. "Berth allocation with service priority," Transportation Research Part B: Methodological, Elsevier, vol. 37(5), pages 437-457, June.
    13. Imai, Akio & Sun, Xin & Nishimura, Etsuko & Papadimitriou, Stratos, 2005. "Berth allocation in a container port: using a continuous location space approach," Transportation Research Part B: Methodological, Elsevier, vol. 39(3), pages 199-221, March.
    14. Kim, Kap Hwan & Park, Young-Man, 2004. "A crane scheduling method for port container terminals," European Journal of Operational Research, Elsevier, vol. 156(3), pages 752-768, August.
    15. Lau, Henry Y.K. & Zhao, Ying, 2008. "Integrated scheduling of handling equipment at automated container terminals," International Journal of Production Economics, Elsevier, vol. 112(2), pages 665-682, April.
    16. Bish, Ebru K., 2003. "A multiple-crane-constrained scheduling problem in a container terminal," European Journal of Operational Research, Elsevier, vol. 144(1), pages 83-107, January.
    17. Young Kim, Ki & Hwan Kim, Kap, 1999. "A routing algorithm for a single straddle carrier to load export containers onto a containership," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 425-433, March.
    18. Lee, Der-Horng & Wang, Hui Qiu & Miao, Lixin, 2008. "Quay crane scheduling with non-interference constraints in port container terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(1), pages 124-135, January.
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    Cited by:

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    2. Fotuhi, Fateme & Huynh, Nathan & Vidal, Jose M. & Xie, Yuanchang, 2013. "Modeling yard crane operators as reinforcement learning agents," Research in Transportation Economics, Elsevier, vol. 42(1), pages 3-12.
    3. Schwientek, Anne Kathrina & Lange, Ann-Kathrin & Jahn, Carlos, 2017. "Literature classification on dispatching of container terminal vehicles," Chapters from the Proceedings of the Hamburg International Conference of Logistics (HICL), in: Jahn, Carlos & Kersten, Wolfgang & Ringle, Christian M. (ed.), Digitalization in Maritime and Sustainable Logistics: City Logistics, Port Logistics and Sustainable Supply Chain Management in the Digital Age. Proce, volume 24, pages 3-36, Hamburg University of Technology (TUHH), Institute of Business Logistics and General Management.
    4. Andreas Kuhnle & Jan-Philipp Kaiser & Felix Theiß & Nicole Stricker & Gisela Lanza, 2021. "Designing an adaptive production control system using reinforcement learning," Journal of Intelligent Manufacturing, Springer, vol. 32(3), pages 855-876, March.

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