Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 36, 2019 No. 8
2338-2341

Research on joint optimization for location-inventory-routing with supplier selection

Zhang Dezhi1
Pan Lihong1
Li Shuangyan2
1. School of Traffic & Transportation Engineering, Central South University, Changsha 410075, China
2. College of Logistics & Transportation, Central South University of Forestry & Technology, Changsha 410004, China
DOI: 10.19734/j.issn.1001-3695.2018.01.0068

Abstract

Aiming at the integrated optimization of supply chain in assembly manufacturing enterprises, this paper proposed a multi-stage location inventory model to integrate supplier selection and transportation mode among different levels under stochastic demand. The model selected the suppliers, the location of the assembly plants and the distribution centers, determined the distribution service relationship and transportation mode among facilities, so as to minimize the cost of the whole supply chain network. This paper designed an improved adaptive genetic algorithm based on matrix coding to solve the proposed mixed integer nonlinear programming model. The simulation results show that the algorithm is superior to the standard genetic algorithm in the optimization ability of the solution and draw a conclusion that there is some regularity between the total cost of supply chain and the maximum lead time of plants.

Foundation Support

国家自然科学基金资助项目(71672193)
湖南省优秀青年基金资助项目(15B261)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.01.0068
Publish at: Application Research of Computers Printed Article, Vol. 36, 2019 No. 8
Section: Algorithm Research & Explore
Pages: 2338-2341
Serial Number: 1001-3695(2019)08-020-2338-04

Publish History

[2019-08-05] Printed Article

Cite This Article

张得志, 潘立红, 李双艳. 考虑供应商选择的选址—库存—路径的联合优化 [J]. 计算机应用研究, 2019, 36 (8): 2338-2341. (Zhang Dezhi, Pan Lihong, Li Shuangyan. Research on joint optimization for location-inventory-routing with supplier selection [J]. Application Research of Computers, 2019, 36 (8): 2338-2341. )

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  • 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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