Transport Vehicle Route Decision Based on Particle Swarm Optimization Algorithm in Logistics Distribution Management

Authors

  • Liting Yu School of Global Business, Chongqing College of International Business and Economics, Chongqing 401520, China
  • Liang Tu Beijing Xuanjie Technology Co., LTD, Beijing 100001, China

Abstract

In recent years, the economic boom has prompted various industries to usher in better development prospects, including the continuous development of the logistics industry. In all aspects of logistics, the most important issue is the issue of distribution, which corresponds to the issue of transportation timeliness. The transportation timeliness is closely related to the route of the transportation vehicle to a large extent, so the optimal selection of the transportation route plays an important role in solving the timeliness problem of distribution. In order to better optimize the transportation routeof transportation vehicles, this paper will use particle swarm optimization algorithm to solve such decision-making problems. And through the logistics distribution and transportation vehicle route optimization problem, the logistics transportation optimization method based on the traditional particle swarm optimization algorithm and the logistics distribution method of the improved particle swarm optimization algorithm are used to construct the decision-making of the transportation vehicle transportation route. Through the simulation experiment of transportation route optimization based on particle swarm optimization, the particle optimization algorithm was run 99 times, of which the optimal solution is 57 times, and the probability of achieving the final efficient delivery success reaches 57%. The corresponding optimal solution results of 57.1 and 25.1 show that the transportation vehicle route based on the particle swarm optimization algorithm can successfully obtain the optimization results for the route, achieving the timeliness of distribution in logistics transportation.

Keywords: Logistics Distribution Management, Particle Swarm Optimization Algorithm, Transportation Vehicle Route, Decision Optimization

Cite As

L. Yu, L. Tu, "Transport Vehicle Route Decision Based on Particle Swarm Optimization Algorithm in Logistics Distribution Management", Engineering Intelligent Systems, vol. 33 no. 2, pp. 223-233, 2025.





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Published

2025-03-01

Issue

Vol. 33 No. 2 (2025): International Journal of Engineering Intelligent Systems

Section

Article

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