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Algorithm Research & Explore
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3756-3759

Integrated scheduling of automated container terminal based on swarm intelligence algorithm

Zhong Meisu
Yang Yongsheng
Zhou Yamin
Ma Zeyu
Institute of Logistics Science & Engineering, Shanghai Maritime University, Shanghai 201306, China

Abstract

To improve the working efficiency and service level of terminals, this paper studied the integrated scheduling problem of the automated guided vehicle, gantry cranes and automated rail-mounted gantry in automated terminals, which could make sure ports to survive and develop in the fierce competition. According to the loading and unloading operation mode, it built the mixed integer programming model with the goal of minimizing the ship loading and unloading time, and through various algorithms of swarm intelligence to solve this problem. It proved the effectiveness of this model, and obtained optimized scheduling scheme by numerical experiments, it compared the different performance of algorithms. The results show that the HGA-PSO algorithm can get the optimal solution in the shortest time, the quality and speed of this solution are excellent, which can be applied to the practical operation of terminals.

Foundation Support

国家自然科学基金资助项目(61540045)
上海市科委科学技术委员会资助项目(18295801100,2018IB022,17595810300,19595810700)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.08.0593
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 12
Section: Algorithm Research & Explore
Pages: 3756-3759
Serial Number: 1001-3695(2019)12-050-3756-04

Publish History

[2019-12-05] Printed Article

Cite This Article

仲美稣, 杨勇生, 周亚民, 等. 基于群智能算法的自动化码头协同调度研究 [J]. 计算机应用研究, 2019, 36 (12): 3756-3759. (Zhong Meisu, Yang Yongsheng, Zhou Yamin, et al. Integrated scheduling of automated container terminal based on swarm intelligence algorithm [J]. Application Research of Computers, 2019, 36 (12): 3756-3759. )

About the Journal

  • 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.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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