Optimal selection algorithm of logistics distribution route based on machine vision

被引:0
|
作者
Li, Hua [1 ]
机构
[1] Xichang Univ, Sch Informat Technol, Xichang 615000, Sichuan, Peoples R China
关键词
Machine vision; logistics distribution; distribution path; optimal selection algorithm;
D O I
10.3233/JCM-226529
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to improve the centralized planning ability of logistics distribution path data, improve the efficiency of logistics distribution and reduce the cost of logistics distribution, this paper proposes an optimal path selection algorithm based on machine vision. Using machine vision technology to calibrate the coordinates of logistics distribution path, combined with EMD decomposition method and wavelet denoising method to remove redundant data in logistics distribution data, particle swarm optimization algorithm to complete logistics distribution path planning, and ant colony algorithm to realize the optimal path selection of logistics distribution. The experimental results show that the average distribution cost of this method is only 766.7 yuan, the distribution time is less than 0.3 h, and the customer satisfaction is as high as 98%, which shows that this method can effectively optimize the distribution path.
引用
收藏
页码:37 / 50
页数:14
相关论文
共 50 条
  • [21] Research of distribution route optimization based on adaptive ant colony algorithm cloud logistics
    Chen, Zhigao
    PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE, 2015, : 423 - 426
  • [22] Optimization route of food logistics distribution based on genetic and graph cluster scheme algorithm
    Yiwu Industrial and Commercial College, Yiwu, China
    Adv. J. Food Sci. Technol., 5 (359-362):
  • [23] New logistics distribution route dispatching mode based on genetic algorithm-ant colony algorithm
    Yi, Fasheng
    Li, Xiaoling
    Yuan, Jimin
    Li, Xiaoling, 1600, Transport and Telecommunication Institute, Lomonosova street 1, Riga, LV-1019, Latvia (18): : 313 - 318
  • [24] Research on Logistics Distribution Route Based on Multi-objective Sorting Genetic Algorithm
    Zhao, Jun
    Xiang, Hui
    Li, Jinbao
    Liu, Jie
    Guo, Luyao
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2020, 29 (7-8)
  • [25] Research on Port Logistics Distribution Route Planning Based on Artificial Fish Swarm Algorithm
    Ouyang, Fei
    JOURNAL OF COASTAL RESEARCH, 2020, : 78 - 80
  • [26] Optimal Distribution Route Planning based on Collaboration of Dijkstra and Sweep Algorithm
    Zulfiqar, La Ode Mohamad
    Isnanto, R. Rizal
    Nurhayati, Oky Dwi
    PROCEEDINGS OF 2018 THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2018, : 371 - 375
  • [27] EResearch of UAV Logistics Distribution based on Vision
    Ding, Pengcheng
    Yu, Jinyong
    Wang, Chao
    Liu, Xiangyang
    CONFERENCE PROCEEDINGS OF THE 6TH INTERNATIONAL SYMPOSIUM ON PROJECT MANAGEMENT (ISPM2018), 2018, : 827 - 834
  • [28] Modelling of optimal transportation route selection based on artificial bee colony algorithm
    Liu, Honggang
    Zhang, Peilin
    Wu, Hua
    INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES, 2024, 46 (1-2) : 90 - 111
  • [29] Selection of Optimal Emergency Rescue Route Based on Improved Ant Colony Algorithm
    Li, Baojie
    Gu, Hehe
    Ji, Yazhou
    2010 18TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, 2010,
  • [30] A low-carbon distribution route selection of supply chain logistics based on internet of things
    Zhang Y.
    International Journal of Internet Manufacturing and Services, 2022, 8 (03): : 279 - 294