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Modelling of dual-cycle strategy for container storage and vehicle scheduling problems at automated container terminals

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  • Luo, Jiabin
  • Wu, Yue

Abstract

This study proposes a new approach to determine the dispatching rules of AGVs and container storage locations, considering both unloading and loading processes simultaneously. We formulate this problem as a mixed integer programming model, aiming to minimise the ship’s berth time. Optimal solutions can be obtained in small sizes, however, large-sized problems are hard to solve optimally in a reasonable time. Therefore, a heuristic method, i.e. genetic algorithm is designed to solve the problem in large sizes. A series of numerical experiments are carried out to evaluate the effectiveness of the integration approach and algorithm.

Suggested Citation

  • Luo, Jiabin & Wu, Yue, 2015. "Modelling of dual-cycle strategy for container storage and vehicle scheduling problems at automated container terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 79(C), pages 49-64.
  • Handle: RePEc:eee:transe:v:79:y:2015:i:c:p:49-64
    DOI: 10.1016/j.tre.2015.03.006
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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. Ümit Bilge & Gündüz Ulusoy, 1995. "A Time Window Approach to Simultaneous Scheduling of Machines and Material Handling System in an FMS," Operations Research, INFORMS, vol. 43(6), pages 1058-1070, December.
    3. Dirk Briskorn & Andreas Drexl & Sönke Hartmann, 2007. "Inventory-based dispatching of automated guided vehicles on container terminals," Springer Books, in: Kap Hwan Kim & Hans-Otto Günther (ed.), Container Terminals and Cargo Systems, pages 195-214, Springer.
    4. Angeloudis, Panagiotis & Bell, Michael G.H., 2010. "An uncertainty-aware AGV assignment algorithm for automated container terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 46(3), pages 354-366, May.
    5. Nishimura, Etsuko & Imai, Akio & Janssens, Gerrit K. & Papadimitriou, Stratos, 2009. "Container storage and transshipment marine terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(5), pages 771-786, September.
    6. 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.
    7. Zhang, Chuqian & Liu, Jiyin & Wan, Yat-wah & Murty, Katta G. & Linn, Richard J., 2003. "Storage space allocation in container terminals," Transportation Research Part B: Methodological, Elsevier, vol. 37(10), pages 883-903, December.
    8. Kap Hwan Kim & Jong Wook Bae, 2004. "A Look-Ahead Dispatching Method for Automated Guided Vehicles in Automated Port Container Terminals," Transportation Science, INFORMS, vol. 38(2), pages 224-234, May.
    9. Lee, Der-Horng & Cao, Jin Xin & Shi, Qixin & Chen, Jiang Hang, 2009. "A heuristic algorithm for yard truck scheduling and storage allocation problems," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 45(5), pages 810-820, September.
    10. 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.
    11. Hwan Kim, Kap & Bae Kim, Hong, 1999. "Segregating space allocation models for container inventories in port container terminals," International Journal of Production Economics, Elsevier, vol. 59(1-3), pages 415-423, March.
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