Examination of the effectiveness and robustness of the heuristics for bay-based quay crane scheduling problem in port container terminals

Jiang Hang Chen, Stephen X. Zhang, Der-Horng Lee
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引用次数: 1

Abstract

The decision of quay crane scheduling problem is crucial for port operators in port container terminals. In this paper, bay-based quay crane scheduling problem is studied and three heuristics designed for the studied problem are identified and their performances (measured both effectiveness and robustness) are examined through a numerical experiment. Herein, the robustness of the solving heuristics is defined as the quality of the methods, as measure by how well the solutions constructed by the methods can offset the adverse impact generated by the randomness of the input. Compared with previous studies in this field, the proposed benchmarking criteria (in terms of both effectiveness and robustness) to evaluate the performance of the heuristics is unique and practical.
港口集装箱码头码头起重机调度启发式算法的有效性和鲁棒性检验
码头起重机调度问题的决策是港口集装箱码头经营人的关键问题。本文研究了基于海湾的码头起重机调度问题,针对所研究的问题设计了三种启发式算法,并通过数值实验检验了它们的有效性和鲁棒性。在这里,求解启发式的鲁棒性被定义为方法的质量,通过方法构建的解决方案能够抵消输入随机性产生的不利影响的程度来衡量。与该领域之前的研究相比,本文提出的评估启发式算法性能的基准标准(在有效性和鲁棒性方面)是独特而实用的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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