A dynamic programming-based slot reservation method for non-clear containers in automated container terminals

被引:1
作者
Zhu, Jiyue [1 ]
Lee, Wei Lian William [1 ]
Qin, Wei [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Mech Engn, Dept Ind Engn & Management, Shanghai, Peoples R China
来源
2022 IEEE 18TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE) | 2022年
关键词
STOWAGE PLANNING PROBLEM; ALGORITHM; MODEL;
D O I
10.1109/CASE49997.2022.9926597
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Stowage planning is one of the most important stages in management of container terminals and depends the sequence of containers to be loaded on the ship. For non-clear containers, which are absence from the terminal, their slots will be selected manually by stowage planners, making it a time-consuming job. In order to optimize the slot reservation problem of non-clear containers, a mathematical model based on the knapsack problem is constructed. A Stack Selection Algorithm based on dynamic programming is proposed to solve the model. Further case study of Yangshan automatic container terminal demonstrates that the method can solve the non-clear containers reservation problem in a very short time, and the results are better than traditional heuristic approaches.
引用
收藏
页码:80 / 85
页数:6
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