Algorithm Research & Explore
|
2984-2989,3013

Research on optimization of drone delivery based on urban-rural transportation considering time-varying characteristics of traffic

Lin Yi
Lyu Jing
Jiang Yonglei
College of Transportation Engineering, Dalian Maritime University, Dalian Liaoning 116026, China

Abstract

Aimed at the high cost of rural e-commerce logistics caused by high operating costs of rural express outlets and lagged construction of outlets, this paper proposed the urban-rural passenger bus+drones distribution mode. By considering the time-varying characteristics of road network traffic in the delivery process, to minimize the total cost of drone-vehicle delivery system, this paper established a time-dependent vehicle routing problem with drones and time-windows(TDVRPDTW) model. It proposed a two-stage heuristic algorithm consisting of an improved CW algorithm based on nearest neighbor ideas and a dynamic programming heuristic algorithm to solve TDVRPDTW. Finally, the numerical examples show that the model is rational and the algorithm is effective, which provides decision support for the express delivery scheme for rural logistics under the mode of urban-rural passenger bus+drones.

Foundation Support

国家自然科学基金资助项目(71473023)
国家社科基金资助项目(18VHQ005)
中央高校基本科研业务费专项项目(313209303)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2019.07.0210
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 10
Section: Algorithm Research & Explore
Pages: 2984-2989,3013
Serial Number: 1001-3695(2020)10-021-2984-06

Publish History

[2020-10-05] Printed Article

Cite This Article

林驿, 吕靖, 蒋永雷. 考虑交通时变特性的城乡快递无人机配送优化研究 [J]. 计算机应用研究, 2020, 37 (10): 2984-2989,3013. (Lin Yi, Lyu Jing, Jiang Yonglei. Research on optimization of drone delivery based on urban-rural transportation considering time-varying characteristics of traffic [J]. Application Research of Computers, 2020, 37 (10): 2984-2989,3013. )

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.


Indexed & Evaluation

  • The Second National Periodical Award 100 Key Journals
  • Double Effect Journal of China Journal Formation
  • the Core Journal of China (Peking University 2023 Edition)
  • the Core Journal for Science
  • Chinese Science Citation Database (CSCD) Source Journals
  • RCCSE Chinese Core Academic Journals
  • Journal of China Computer Federation
  • 2020-2022 The World Journal Clout Index (WJCI) Report of Scientific and Technological Periodicals
  • Full-text Source Journal of China Science and Technology Periodicals Database
  • Source Journal of China Academic Journals Comprehensive Evaluation Database
  • Source Journals of China Academic Journals (CD-ROM Version), China Journal Network
  • 2017-2019 China Outstanding Academic Journals with International Influence (Natural Science and Engineering Technology)
  • Source Journal of Top Academic Papers (F5000) Program of China's Excellent Science and Technology Journals
  • Source Journal of China Engineering Technology Electronic Information Network and Electronic Technology Literature Database
  • Source Journal of British Science Digest (INSPEC)
  • Japan Science and Technology Agency (JST) Source Journal
  • Russian Journal of Abstracts (AJ, VINITI) Source Journals
  • Full-text Journal of EBSCO, USA
  • Cambridge Scientific Abstracts (Natural Sciences) (CSA(NS)) core journals
  • Poland Copernicus Index (IC)
  • Ulrichsweb (USA)