Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 40, 2023 No. 1
185-191,197

Container transshipment optimization of terminal sea-rail intermodal transport based on rolling window strategy

Tang Mengyu
Liang Chengji
Institute of Logistics Science & Engineering, Shanghai Maritime University, Shanghai 201306, China
DOI: 10.19734/j.issn.1001-3695.2022.05.0258

Abstract

In order to solve problem that the container operation scale of sea-rail intermodal transportation in the port is too large, this paper used rolling window strategy method to study the problem of the transfer of imported containers between ships and trains in the port. It established a integer programming model with the goal of minimizing the total time of the stacking time, which was solved by two-layer genetic algorithm. On the basis of above, this paper discussed the situation of the fixed task quantity and fixed time length respectively, and made the comparison to find that the rolling strategy's window set as time length was more applicable. And the paper made a comparative analysis between the rolling window strategy and scheduling strategy of the existing research. Finally, the paper set up an experiment to compare the two-layer genetic algorithm and the single-layer genetic algorithm, and carried out the sensitivity analysis of the working ability of the equipment. The results show that the rolling scheduling strategy can flexibly solve the large-scale container transfer problem, the solution of the double-layer genetic algorithm is better than the solution of the single-layer genetic algorithm, and increasing the number of loading and unloading lines and the working capacity of rail cranes can improve the efficiency of container transfer.

Foundation Support

国家自然科学基金资助项目(72074141)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2022.05.0258
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 1
Section: Algorithm Research & Explore
Pages: 185-191,197
Serial Number: 1001-3695(2023)01-030-0185-07

Publish History

[2022-08-11] Accepted Paper
[2023-01-05] Printed Article

Cite This Article

唐梦宇, 梁承姬. 基于滚动窗策略的港口海铁联运集装箱转运优化 [J]. 计算机应用研究, 2023, 40 (1): 185-191,197. (Tang Mengyu, Liang Chengji. Container transshipment optimization of terminal sea-rail intermodal transport based on rolling window strategy [J]. Application Research of Computers, 2023, 40 (1): 185-191,197. )

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  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

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