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Location model and optimization algorithm of recycling chain store in multi-objective dual-element closed-loop supply chain

Wei Xin
Zhang Yuheng
Zhang Huizhen
Ma Liang
School of Management, University of Shanghai for Science & Technology, Shanghai 200093, China

Abstract

To promote the economical and intensive use of various resources and improve the efficiency of waste recycling and utilization, this paper considers the profit optimization problem in a competitive environment, and constructs a dual closed-loop supply chain system with mixed competition and recycling channels, including manufacturers, recyclers, competitors, and consumers based on game theory from the perspective of reverse supply chain. At the same time, with the aim of minimizing construction and service costs, maximizing customer satisfaction, and maximizing recycling profits, a multi-objective dual-element closed-loop supply chain recycling chain store location model is established. Based on the principle of mushroom reproduction and growth mechanism, an improved Mushroom Reproduction Algorithm(MRO) was designed, with Pareto non-dominated solution set algorithm, to solve the multi-objective location problem. The experimental results have verified the feasibility of the model and the effectiveness of the algorithm. By comparing the impact of competitor price sensitivity and cross price sensitivity on the optimization objective, it provides reference for the location decision of recycling chain stores.

Foundation Support

2023年度国家外国专家项目(G2023013029)
教育部人文社会科学青年项目(24YJC630175)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2024.07.0302
Publish at: Application Research of Computers Accepted Paper, Vol. 42, 2025 No. 3

Publish History

[2024-12-11] Accepted Paper

Cite This Article

魏欣, 张宇恒, 张惠珍, 等. 多目标双元闭环供应链回收连锁店选址模型及优化算法 [J]. 计算机应用研究, 2025, 42 (3). (2024-12-16). https://doi.org/10.19734/j.issn.1001-3695.2024.07.0302. (Wei Xin, Zhang Yuheng, Zhang Huizhen, et al. Location model and optimization algorithm of recycling chain store in multi-objective dual-element closed-loop supply chain [J]. Application Research of Computers, 2025, 42 (3). (2024-12-16). https://doi.org/10.19734/j.issn.1001-3695.2024.07.0302. )

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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