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Iterated greedy for the yard crane scheduling problem with input/output assignment
European Journal of Operational Research ( IF 6.0 ) Pub Date : 2025-05-23 , DOI: 10.1016/j.ejor.2025.04.052
Hongtao Wang, Rubén Ruiz, Fulgencia Villa, Eva Vallada

The yard crane scheduling problem (YCSP) consists of optimizing container loading for storage and retrieval requests from yard cranes at port terminals. This paper studies a realistic generalization of the YCSP that incorporates the assignments of input/output (I/O) points during the optimization stage. I/O points serve as buffers between the different transportation modes in the port terminal. These are limited in number and unproductive idle times might result if a container schedule exhausts I/O point availability. The resulting problem entails not only scheduling container storage and retrieval requests, but also the assignment of the I/O points. We introduce a series of simple, yet powerful, Iterated Greedy (IG) methods. These include variations of the destruction and reconstruction operators, coordination with novel local search procedures and problem-specific knowledge speed-ups. The proposed IG methods are carefully calibrated and evaluated using comprehensive computational experiments. The results indicate that small changes in the features of the algorithm have a profound impact on performance. Comparisons against the state-of-the-art approaches for this particular problem result in a strong, and statistically significant performance advantage for the proposed IG procedures.

中文翻译:

迭代了具有输入/输出分配的堆场起重机调度问题的贪婪

堆场起重机调度问题 (YCSP) 包括优化集装箱装载,以满足港口码头堆场起重机的存储和检索请求。本文研究了 YCSP 的现实泛化,它结合了优化阶段输入/输出 (I/O) 点的分配。I/O 点用作港口码头中不同运输方式之间的缓冲区。这些 I/O 点的数量是有限的,如果容器计划耗尽了 I/O 点可用性,则可能会导致非生产性空闲时间。由此产生的问题不仅涉及调度容器存储和检索请求,还涉及 I/O 点的分配。我们介绍了一系列简单但功能强大的迭代贪婪 (IG) 方法。其中包括破坏和重建运算符的变体、与新颖的本地搜索程序的协调以及特定问题的知识加速。所提出的 IG 方法使用全面的计算实验进行了仔细校准和评估。结果表明,算法特征的微小变化会对性能产生深远的影响。与针对此特定问题的最新方法进行比较,为拟议的 IG 程序提供了强大且具有统计学意义的性能优势。
更新日期:2025-05-23
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