An innovative framework for optimizing discrete berth allocation and quay crane assignment problems

IF 6.7 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Xi Xiang, Xuqiang Chang, Lin Gong, Xin Liu
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引用次数: 0

Abstract

This paper delves into the complexities linked with discrete berth allocation and quay crane assignment within automated container terminals, analyzing scenarios that involve both time-invariant and time-variant considerations. We propose a novel approach, redefining discrete berth allocation and time-invariant quay crane assignment problems as resource-constrained project scheduling problems, which are addressed with an efficient branch and cut algorithm. Furthermore, our investigation extends to the domain of time-variant specific quay crane assignment, introducing a purpose-designed two-stage algorithm for effective resolution. Numerical experiments affirm the efficacy of these algorithms in effectively addressing the intricate yet pivotal challenges inherent in automated terminal operations.
优化离散泊位分配和码头起重机分配问题的创新框架
本文深入探讨了与自动化集装箱码头内离散泊位分配和码头起重机分配相关的复杂性,分析了同时涉及时间不变因素和时间不变因素的情况。我们提出了一种新方法,将离散泊位分配和时间不变的码头起重机分配问题重新定义为资源受限的项目调度问题,并采用高效的分支和切割算法加以解决。此外,我们的研究还扩展到了时变特定码头起重机分配领域,引入了一种专门设计的两阶段算法,以有效解决该问题。数值实验证实了这些算法在有效解决自动化码头运营中固有的错综复杂而又至关重要的挑战方面的功效。
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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来源期刊
Computers & Industrial Engineering
Computers & Industrial Engineering 工程技术-工程:工业
CiteScore
12.70
自引率
12.70%
发文量
794
审稿时长
10.6 months
期刊介绍: Computers & Industrial Engineering (CAIE) is dedicated to researchers, educators, and practitioners in industrial engineering and related fields. Pioneering the integration of computers in research, education, and practice, industrial engineering has evolved to make computers and electronic communication integral to its domain. CAIE publishes original contributions focusing on the development of novel computerized methodologies to address industrial engineering problems. It also highlights the applications of these methodologies to issues within the broader industrial engineering and associated communities. The journal actively encourages submissions that push the boundaries of fundamental theories and concepts in industrial engineering techniques.
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