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Scheduling optimization for two crossover automated stacking cranes considering relocation

Author

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  • Sumin Chen

    (Dalian Maritime University
    Collaborative Innovation Center for Transport Studies of Dalian Maritime University)

  • Qingcheng Zeng

    (Dalian Maritime University)

  • Yushan Hu

    (Dalian Maritime University)

Abstract

In this paper, we focus on the two crossover automated stacking cranes (ASCs) scheduling problem that arises at a storage block in an automated container terminal. To address relocation during retrieval operations, we use two methods with job precedence constraints: (1) adjusting the operation sequence of jobs to avoid relocation operations and (2) optimizing the dispatching for relocation operations to improve the efficiency of ASCs. Therefore, the method proposed in this paper optimizes the dispatching for storage, retrieval, and relocation and the routes of the ASCs while considering interferences between the ASCs and job precedence constraints. A branch-and-cut algorithm based on the characteristics of the problem is designed to decompose the problem into two problem classes connected via logic-based Benders constraints. Numerical experiments indicate that the proposed algorithm is efficient for solving realistically sized problems. Furthermore, the influence of the number of relocations is investigated based on experimental results.

Suggested Citation

  • Sumin Chen & Qingcheng Zeng & Yushan Hu, 2022. "Scheduling optimization for two crossover automated stacking cranes considering relocation," Operational Research, Springer, vol. 22(3), pages 2099-2120, July.
    • Handle: RePEc:spr:operea:v:22:y:2022:i:3:d:10.1007_s12351-020-00601-6
    DOI: 10.1007/s12351-020-00601-6
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    References listed on IDEAS

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