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App. Res. of Comp. Accepted Paper
Vol. 41, 2024 No. 12

Vehicle route optimization of heterogeneous fleet electric for multicenter semi-open urban logistics

Chu Liangyong1,2
Wang Jianing1,2
Ding Jingru1
1. Navigation College, Jimei University, Xiamen 361021, China
2. Shipping Research Institute of Fujian Province, Xiamen 361021, China
DOI: 10.19734/j.issn.1001-3695.2024.06.0149

Abstract

With the promotion of national policies and the development of new energy technologies, this paper aims to explore the application of electric logistics vehicles in urban distribution to optimize their routing and reduce total distribution costs. We construct a logistics distribution path optimization model for electric vehicles that minimizes total distribution costs, considering customer time window requirements, low electric vehicle range, and charging constraints. A hybrid algorithm combining genetic algorithm and simulated annealing is used to solve the model. The analysis shows that the constructed optimization model and the solution algorithm can effectively solve the path optimization problem for heterogeneous electric logistics distribution vehicles in a multi-center, semi-open environment. The proposed model and algorithm not only reduce total distribution costs but also enhance the efficiency of electric logistics vehicles in urban distribution, demonstrating practical application value.

Foundation Support

国家社科基金重大项目(23&ZD138)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2024.06.0149
Publish at: Application Research of Computers Accepted Paper, Vol. 41, 2024 No. 12

Publish History

[2024-09-10] Accepted Paper

Cite This Article

初良勇, 王嘉宁, 丁静茹. 多中心半开放式城市物流异构电动车辆路径优化 [J]. 计算机应用研究, 2024, 41 (12). (2024-09-11). https://doi.org/10.19734/j.issn.1001-3695.2024.06.0149. (Chu Liangyong, Wang Jianing, Ding Jingru. Vehicle route optimization of heterogeneous fleet electric for multicenter semi-open urban logistics [J]. Application Research of Computers, 2024, 41 (12). (2024-09-11). https://doi.org/10.19734/j.issn.1001-3695.2024.06.0149. )

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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