Evolving local search heuristics for the integrated berth allocation and quay crane assignment problem

被引:0
|
作者
El-boghdadly, Tamer [1 ]
Bader-El-Den, Mohamed [1 ]
Jones, Dylan [2 ]
机构
[1] Univ Portsmouth, Sch Comp, Portsmouth PO1 3HE, Hants, England
[2] Univ Portsmouth, Sch Math, Portsmouth PO1 3HF, Hants, England
关键词
Berth Allocation; Quay Crane Assignment; Container Terminal Operations; Genetic Programming; Composite dispatching rules; Optimization; Scheduling;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Water Transportation is the cheapest transportation mode, which allows the transfer of very large volumes of cargo between continents. One of the most important types of ships used to transfer goods are the Container Ships, therefore, containerized trade volume is rapidly increasing. This has opened a number of challenging combinatorial optimization problems in container terminals. This paper focuses on the integrated problem Berth Allocation and Quay Crane Assignment Problem (BQCAP), which occur while planning incoming vessels in container terminals. We provide a Genetic Programming (GP) approach to evolve effective and robust composite dispatching rules (CDRs) to solve the problem and present a comparative study with the current state-of-art optimal approaches. The Computational results disclose the effectiveness of the presented approach.
引用
收藏
页码:2880 / 2887
页数:8
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