Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 40, 2023 No. 3
816-821

Research on integrated process decision and scheduling based on super-network

Ouyang Siyuan
Bao Zhenqiang
Xu Zhibo
Jin Jiabei
School of Information Engineering, Yangzhou University, Yangzhou Jiangsu 225100, China
DOI: 10.19734/j.issn.1001-3695.2022.07.0367

Abstract

Aiming at the problem that the processing route decision and the Job-Shop scheduling scheme of multi process pro-ducts cannot be formulated synchronously, under the digital background of manufacturing workshop, this paper proposed a feature-process-machine-worker super-network structure integrating different element information of workshop, established a processing route decision-making and workshop scheduling model considering worker constraints, and designed a two-stage hybrid genetic algorithm integrating process decision-making stage and workshop scheduling stage. In the process decision-making stage, it designed the feature operation double-layer matrix coding chromosome to maintain the diversity of processing routes, and used the variable neighborhood search method to enhance the local search ability of the algorithm. In the workshop scheduling stage, it used NSGA-Ⅱalgorithm to optimize the scheduling model, and returned the multi-objective value of the scheduling scheme to the process decision-making stage for the fitness evaluation of the processing route. Finally, the simulation results verify the feasibility and effectiveness of this algorithm.

Foundation Support

国家自然科学基金资助项目(60874076)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2022.07.0367
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 3
Section: Algorithm Research & Explore
Pages: 816-821
Serial Number: 1001-3695(2023)03-028-0816-06

Publish History

[2022-10-14] Accepted Paper
[2023-03-05] Printed Article

Cite This Article

欧阳思源, 包振强, 许志博, 等. 基于超网络的集成工艺决策与调度问题研究 [J]. 计算机应用研究, 2023, 40 (3): 816-821. (Ouyang Siyuan, Bao Zhenqiang, Xu Zhibo, et al. Research on integrated process decision and scheduling based on super-network [J]. Application Research of Computers, 2023, 40 (3): 816-821. )

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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