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A simulation optimization approach for solving the dual-cycling problem in container terminals

Author

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  • Qingcheng Zeng
  • Ali Diabat
  • Qian Zhang

Abstract

Dual cycling is an operation technique whereby quay cranes perform loading and unloading operations simultaneously in the same ship bay. In this article, a mixed-integer programming model for quay crane dual-cycling scheduling is developed. The model considers the stowage plan of outbound containers and the operation sequence of quay cranes. To solve the model, a heuristic method, called bi-level genetic algorithm, is designed. Meanwhile, a simulation optimization method integrating the intelligent decision mechanism of the optimization algorithm and evaluation function of simulation model is proposed. Numerical experiments indicate that dual cycling can reduce the operation time of quay cranes compared to the method of scheduling loading and unloading separately. Moreover, the model and algorithms developed in this article can tackle quay crane dual-cycling problem efficiently.

Suggested Citation

  • Qingcheng Zeng & Ali Diabat & Qian Zhang, 2015. "A simulation optimization approach for solving the dual-cycling problem in container terminals," Maritime Policy & Management, Taylor & Francis Journals, vol. 42(8), pages 806-826, November.
    • Handle: RePEc:taf:marpmg:v:42:y:2015:i:8:p:806-826
    DOI: 10.1080/03088839.2015.1043362
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    Cited by:

    1. Branislav Dragović & Ernestos Tzannatos & Nam Kuy Park, 2017. "Simulation modelling in ports and container terminals: literature overview and analysis by research field, application area and tool," Flexible Services and Manufacturing Journal, Springer, vol. 29(1), pages 4-34, March.
    2. Cansu Kandemir & Holly A. H. Handley, 2019. "Work process improvement through simulation optimization of task assignment and mental workload," Computational and Mathematical Organization Theory, Springer, vol. 25(4), pages 389-427, December.
    3. Nabil Nehme & Bacel Maddah & Isam A. Kaysi, 2021. "An integrated multi-ship crane allocation in Beirut Port container terminal," Operational Research, Springer, vol. 21(3), pages 1743-1761, September.
    4. Hristos Karahalios, 2017. "Evaluating the knowledge of experts in the maritime regulatory field," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(4), pages 426-441, May.

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