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Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 37, 2020 No. 2
489-492

Research on 4PL collaborative routing customization problem

Cui Yan1,2a,3
Ma Yue1
Wang Xingwei2b
Huang Min2a
1. Shenyang Institute of Computing Technology Co. Ltd. , CAS. , Shenyang 110004, China
2. a. Key Laboratory of Integrated Automation of Process Industry of Ministry of Education, College of Information Science & Engineering, b. College of Software, Northeastern University, Shenyang 110169, China
3. College of Information, Shenyang Institute of Engineering, Shenyang 110136, China
DOI: 10.19734/j.issn.1001-3695.2018.07.0535

Abstract

In order to solve the high transportation cost problem faced by the third party logistics(3PL) suppliers, from the fourth party logistics(4PL) supplier's point of view, this paper proposed a multi 3PL collaborative routing customization problem. As the problem needed to consider the route and the 3PL simultaneously, this paper designed a hybrid particle swarm optimization based K-shortest path algorithm(K-PSO). In the experimental analysis, the results show the effectiveness of the K-PSO by comparing with the GA and enumeration algorithm with different nodes' and 3PL suppliers' number. Finally, through the changes of the 3PL suppliers' transit cost, it shows the advantages of the 4PL collaborative transportation.

Foundation Support

国家杰出青年科学基金资助项目(71325002)
国家自然科学基金重点国际合作研究项目(71620107003)
国家自然科学基金创新研究群体项目(61621004)
流程工业综合自动化国家重点实验室基础科研业务费资助项目(2013ZCX11)
国家自然科学基金面上项目(61773269)
国家自然科学基金青年科学基金资助项目(71602124)
辽宁省自然科学基金资助项目(2015020020)
辽宁省社会科学规划基金资助项目(L15BGL035)
沈阳工程学院博士启动项目(LGBS-1401)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.07.0535
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 2
Section: Algorithm Research & Explore
Pages: 489-492
Serial Number: 1001-3695(2020)02-037-0489-04

Publish History

[2020-02-05] Printed Article

Cite This Article

崔妍, 马跃, 王兴伟, 等. 第四方物流协同路径定制问题研究 [J]. 计算机应用研究, 2020, 37 (2): 489-492. (Cui Yan, Ma Yue, Wang Xingwei, et al. Research on 4PL collaborative routing customization problem [J]. Application Research of Computers, 2020, 37 (2): 489-492. )

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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