Algorithm Research & Explore
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774-778,783

Robust optimization model of multi-period closed-loop logistics network for perishable products

Guo Jianquan
Yang Xiaohua
Business School, University of Shanghai for Science & Technology, Shanghai 200093, China

Abstract

In view of the uncertainty of demand and return for perishable products in different periods, this paper proposed a multi-period model of closed-loop logistics network for perishable products and the corresponding mixed integer linear programming(MILP) model, so as to achieve the decision of the minimum total system cost, the best facility location and vehicle route. In order to avoid the influence of uncertain parameters effectively, it converted some defined constraints in the model to robust corresponding expressions by using cardinality constrained robust approach. Through the case of the fruit and vegetable agricultural enterprises of Shanghai, this paper verified the validity of model by genetic algorithm. The result shows that compared with the single period system, the multi-period system has the advantages of dynamic performance and lower system cost. Meanwhile, it verifies the feasibility and effectiveness of the robust model through the analysis of the variation of uncertain budget parameters. It provides a reference for the construction of multi-period closed-loop logistics network and the reduction of system cost under uncertain environment.

Foundation Support

国家自然科学基金资助项目(71071093,71471110)
上海市自然科学基金资助项目(10ZR1413300)
上海市科委创新项目(16DZ1201402,16040501500)
陕西省社会科学基金资助项目(2015D060)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.08.0615
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 3
Section: Algorithm Research & Explore
Pages: 774-778,783
Serial Number: 1001-3695(2020)03-029-0774-05

Publish History

[2020-03-05] Printed Article

Cite This Article

郭健全, 杨晓华. 易腐品多周期闭环物流网络鲁棒优化模型 [J]. 计算机应用研究, 2020, 37 (3): 774-778,783. (Guo Jianquan, Yang Xiaohua. Robust optimization model of multi-period closed-loop logistics network for perishable products [J]. Application Research of Computers, 2020, 37 (3): 774-778,783. )

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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