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Multiple quay cranes scheduling for double cycling in container terminals

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  • Yanling Chu
  • Xiaoju Zhang
  • Zhongzhen Yang

Abstract

Double cycling is an efficient tool to increase the efficiency of quay crane (QC) in container terminals. In this paper, an optimization model for double cycling is developed to optimize the operation sequence of multiple QCs. The objective is to minimize the makespan of the ship handling operation considering the ship balance constraint. To solve the model, an algorithm based on Lagrangian relaxation is designed. Finally, we compare the efficiency of the Lagrangian relaxation based heuristic with the branch-and-bound method and a genetic algorithm using instances of different sizes. The results of numerical experiments indicate that the proposed model can effectively reduce the unloading and loading times of QCs. The effects of the ship balance constraint are more notable when the number of QCs is high.

Suggested Citation

  • Yanling Chu & Xiaoju Zhang & Zhongzhen Yang, 2017. "Multiple quay cranes scheduling for double cycling in container terminals," PLOS ONE, Public Library of Science, vol. 12(7), pages 1-19, July.
  • Handle: RePEc:plo:pone00:0180370
    DOI: 10.1371/journal.pone.0180370
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    References listed on IDEAS

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    1. Anne V. Goodchild & Carlos F. Daganzo, 2006. "Double-Cycling Strategies for Container Ships and Their Effect on Ship Loading and Unloading Operations," Transportation Science, INFORMS, vol. 40(4), pages 473-483, November.
    2. Daganzo, Carlos F., 1989. "The crane scheduling problem," Transportation Research Part B: Methodological, Elsevier, vol. 23(3), pages 159-175, June.
    3. Goodchild, Anne Victoria, 2005. "Crane Double Cycling in Container Ports: Algorithms, Evaluation, and Planning," University of California Transportation Center, Working Papers qt0nt8t1db, University of California Transportation Center.
    4. Michael Held & Richard M. Karp, 1970. "The Traveling-Salesman Problem and Minimum Spanning Trees," Operations Research, INFORMS, vol. 18(6), pages 1138-1162, December.
    5. 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.
    6. Shawn Choo & Diego Klabjan & David Simchi-Levi, 2010. "Multiship Crane Sequencing with Yard Congestion Constraints," Transportation Science, INFORMS, vol. 44(1), pages 98-115, February.
    7. Chung-Yee Lee & Ming Liu & Chengbin Chu, 2015. "Optimal Algorithm for the General Quay Crane Double-Cycling Problem," Transportation Science, INFORMS, vol. 49(4), pages 957-967, November.
    8. Marshall L. Fisher, 2004. "The Lagrangian Relaxation Method for Solving Integer Programming Problems," Management Science, INFORMS, vol. 50(12_supple), pages 1861-1871, December.
    9. Raymond K. Cheung & Chung-Lun Li & Wuqin Lin, 2002. "Interblock Crane Deployment in Container Terminals," Transportation Science, INFORMS, vol. 36(1), pages 79-93, February.
    10. Goodchild, Anne V. & Daganzo, Carlos F., 2005. "Crane Double Cycling in Container Ports: Affect on Ship Dwell Time," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt9qp7p7jq, Institute of Transportation Studies, UC Berkeley.
    11. A. Karam & A.B. Eltawil & N.A. Harraz, 2016. "Simultaneous assignment of quay cranes and internal trucks in container terminals," International Journal of Industrial and Systems Engineering, Inderscience Enterprises Ltd, vol. 24(1), pages 107-125.
    12. Yongpei Guan & Kang-Hung Yang & Zhili Zhou, 2013. "The crane scheduling problem: models and solution approaches," Annals of Operations Research, Springer, vol. 203(1), pages 119-139, March.
    13. Marshall L. Fisher, 1985. "An Applications Oriented Guide to Lagrangian Relaxation," Interfaces, INFORMS, vol. 15(2), pages 10-21, April.
    14. Marshall L. Fisher, 2004. "Comments on ÜThe Lagrangian Relaxation Method for Solving Integer Programming ProblemsÝ," Management Science, INFORMS, vol. 50(12_supple), pages 1872-1874, December.
    15. 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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    3. Siti Noraishah Azizan & Shahrin Nasir & Hafidzi Zakaria, 2023. "Port Competitiveness at Sapangar Bay Container Port from Shipping Lines Perspectives in BIMP EAGA Region," Information Management and Business Review, AMH International, vol. 15(3), pages 312-328.

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