Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 8
2362-2365,2394

Dynamic group command transfer algorithm for collaborative manufacturing

Yan Xiaolian1
Zhang Gang2
Qiu Xiaohong1
1. School of Software Engineering, Jiangxi University of Science & Technology, Nanchang 330013, China
2. Peking University Science Park, Nanchang 330013, China
DOI: 10.19734/j.issn.1001-3695.2019.03.0050

Abstract

Internet is one of the important network carriers of the industrial Internet of Things. Because of its dynamic changes, the path will expire when supporting the transfer of group control commands, which cannot achieves collaborative manufacturing to equipments scattered in different regions. This paper transformed the group control command transfer problem into constrained dynamic multi-Steiner trees problem firstly, and proposed a kind of improved dynamic genetic algorithm. The algorithm proposed a hybrid search strategy with static and dynamic dimensions. It executed static search strategy when network state didn't change, static search strategy mainly considered alleviating premature phenomena. It executed dynamic search strategy when network state changed, dynamic search strategy mainly considered improving convergence and using static search strategy to alleviate premature phenomena. This paper verified the validity, convergence and global search ability of the algorithm from transfer success rate, convergence delay rate.

Foundation Support

江西省教育厅科技项目(GJJ170571)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.03.0050
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 8
Section: Algorithm Research & Explore
Pages: 2362-2365,2394
Serial Number: 1001-3695(2020)08-025-2362-04

Publish History

[2020-08-05] Printed Article

Cite This Article

颜晓莲, 章刚, 邱晓红. 一种支撑协同制造的动态群组命令传输算法 [J]. 计算机应用研究, 2020, 37 (8): 2362-2365,2394. (Yan Xiaolian, Zhang Gang, Qiu Xiaohong. Dynamic group command transfer algorithm for collaborative manufacturing [J]. Application Research of Computers, 2020, 37 (8): 2362-2365,2394. )

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.

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