System Development & Application
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App. Res. of Comp. Printed Article
Vol. 39, 2022 No. 3
814-820

Optimization for cooperative cellular manufacturing considering preference uncertainty

Liu Chunfeng1
Liu Yuanyuan1
Wang Jufeng2
1. School of Management, Hangzhou Dianzi University, Hangzhou 310018, China
2. Dept. of Information & Computing Science, China Jiliang University, Hangzhou 310018, China
DOI: 10.19734/j.issn.1001-3695.2021.07.0327

Abstract

In order to speed up the iterative renewal of products, enterprises can adopt the strategy of cooperative production as well as integrated research and manufacturing. This study considered the dynamic changes of customer preferences and the impact of competitive products in the aspect of product design, and introduced the idea of resource cooperation and shared of cellular manufacturing in the aspect of production. It established a cooperative cellular manufacturing model considering the uncertainty of customer preference with the objective of maximizing the customer utility per unit cost, so as to improve the welfare of consumers. This work also proposed a hybrid migrating birds optimization(HMBO) for solving this model. The proposed HMBO was compared with the classical migrating birds optimization(MBO) and simulated annealing(SA). A typical example and extensive numerical experiments verify the correctness and rationality of the method, and the results show that HMBO is superior to MBO and SA within the same runtime.

Foundation Support

浙江省自然科学基金资助项目(LY19G020015,LY19A010007)
教育部人文社会科学研究规划基金资助项目(21YJA630065)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.07.0327
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 3
Section: System Development & Application
Pages: 814-820
Serial Number: 1001-3695(2022)03-029-0814-07

Publish History

[2021-10-31] Accepted Paper
[2022-03-05] Printed Article

Cite This Article

柳春锋, 刘媛媛, 王居凤. 考虑偏好不确定的合作性单元制造优化研究 [J]. 计算机应用研究, 2022, 39 (3): 814-820. (Liu Chunfeng, Liu Yuanyuan, Wang Jufeng. Optimization for cooperative cellular manufacturing considering preference uncertainty [J]. Application Research of Computers, 2022, 39 (3): 814-820. )

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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