Research on Optimization of cold chain logistics distribution path of fresh products based on Hybrid Genetic Algorithm

被引:2
|
作者
Fu, Mian [1 ]
Wang, Dandan [1 ]
机构
[1] Xinhua Univ Anhui Prov, Business Sch, Hefei, Peoples R China
关键词
D O I
10.1088/1755-1315/585/1/012131
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In view of the actual situation of cold chain logistics distribution path of fresh products, taking the minimum total cost of fixed cost, variable cost, refrigeration cost, damage cost and penalty cost as the optimization objective, this paper constructs the optimization model of cold chain logistics distribution path of fresh products, and makes an empirical study on the distribution path of an enterprise by using hybrid genetic algorithm, and solves it by coding on MATLAB. It is found that the optimized scheme improves the vehicle loading rate and reduces the distribution cost, which proves the feasibility and effectiveness of the model and algorithm.
引用
收藏
页数:5
相关论文
共 50 条
  • [21] E-Commerce Logistics Path Optimization Based on a Hybrid Genetic Algorithm
    Yang, Dong
    Wu, Peijian
    [J]. COMPLEXITY, 2021, 2021
  • [22] Research on Green Technology Path of Cold-Chain Distribution of Fresh Products Based on Sustainable Development Goals
    Zhou, Lei
    Li, Qianpeng
    Li, Fachao
    Jin, Chenxia
    [J]. SUSTAINABILITY, 2022, 14 (24)
  • [23] Research on the Cold Chain Logistics Distribution System of Agricultural Products
    Wei, Jin
    [J]. 4TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2019, 237
  • [24] Research on Distribution Mode of Agricultural Products Cold Chain Logistics
    Li Huaiyong
    [J]. PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON MECHATRONICS, ELECTRONIC, INDUSTRIAL AND CONTROL ENGINEERING, 2014, 5 : 1702 - 1706
  • [25] The Research of the Logistics Distribution Routing Optimization Based on Immune Genetic Algorithm
    Chen Zhaoqiang
    Shen Minde
    [J]. 2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL I, PROCEEDINGS, 2009, : 449 - 452
  • [26] Exploring the path to the sustainable development of cold chain logistics for fresh agricultural products in China
    Fan, Xuemei
    Zhang, Yingdan
    Xue, Jiahui
    Cao, Yingying
    [J]. ENVIRONMENTAL IMPACT ASSESSMENT REVIEW, 2024, 108
  • [27] The Research of Logistics Distribution Path Optimization Based on the Intelligent Water Drop Algorithm
    Wang, Weijun
    Luo, Wei
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON EDUCATION REFORM AND MANAGEMENT INNOVATION (ERMI 2017), 2017, 96 : 325 - 330
  • [28] Optimization Algorithm Research of Logistics Distribution Path Based on the Deep Belief Network
    Li, Wenjing
    Li, Songzhao
    Zhang, Xiangbo
    Pan, Qiuxia
    [J]. 2018 17TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS FOR BUSINESS ENGINEERING AND SCIENCE (DCABES), 2018, : 60 - 63
  • [29] Research on Logistics Distribution Vehicle Path Optimization Based on Simulated Annealing Algorithm
    Yang, Li
    [J]. ADVANCES IN MULTIMEDIA, 2022, 2022
  • [30] Research on Logistics Distribution Vehicle Path Optimization Based on Simulated Annealing Algorithm
    Yang, Li
    [J]. Advances in Multimedia, 2022, 2022