2024 Vol.7 Dec.N06

• Title: Research on Intelligent Logistics Delivery Path Optimization Based on 5G Communication Technology
• Name: Lei Liu
• Company: Chengdu College of University of Electronic Scienceand Technology of China，Chengdu 611731,China
• Abstract:

   due to the real-time changes in road conditions during the delivery process, optimizing the route requires consideration of the specific vehicle status. Therefore, a research on intelligent logistics delivery route optimization based on 5G communication technology is proposed. After utilizing 5G wireless communication technology to obtain real-time location information of logistics distribution vehicles, the logistics center constructs a logistics distribution chain network model based on the Small World topology structure. The input logistics distribution path node data is optimized using ant colony algorithm, and the final improved ant colony algorithm calculation result is obtained through multiple genetic iterations using genetic algorithm, thereby outputting the optimal path. In the test results, under the same scenario, the delivery cost and delivery time of logistics vehicles were significantly reduced.

  
  

• Keyword: 5G communication technology; smart logistics; optimization of delivery routes; small world topology structure; logistics distribution chain network model; ant colony algorithm optimization; genetic algorithm iteration;
• DOI: 10.12250/jpciams2024090702
• Citation form: Lei Liu.Research on Intelligent Logistics Delivery Path Optimization Based on 5G Communication Technology[J]. Computer Informatization and Mechanical System,2024,Vol.7,pp.10-14

[1]  Bruni M E , Fadda E , Fedorov S P G .A machine learning optimization approach for last-mile delivery and third-party logistics[J].Computers & operations research, 2023, 157(Sep.):1.1-1.14.

[2]  Liu H , Zhan P , Zhou M .Optimization of a Logistics Transportation Network Based on a Genetic Algorithm[J].Mobile information systems, 2022, 2022(Pt.13):1271488.1-1271488.8.

[3] Zhang Yuchun, Wang Yanan. Optimization of fresh cold chain logistics distribution path with optimized objective function [J]. Computer Simulation, 2022, 39 (11): 184-188.

[4]  Wu Q , Su J F , Xuan J L S .Integrated optimization of vehicle routing of automotive parts inbound logistics[J].International Journal of Simulation Modelling, 2023, 22(3):520-531.

[5]  Zhang G , Dai L , Yin L C H .Optimization of multipath cold-chain logistics network[J].Soft computing: A fusion of foundations, methodologies and applications, 2023, 27(23):18041-18059.

[6]  Wu D , Cui J , Mansour L R F .A New Route Optimization Approach of Fresh Agricultural Logistics Distribution[J].Intelligent automation and soft computing, 2022, 34(3):1553-1569.