Routing Optimization in Distribution of Cold Chain Logistics

被引:8
|
作者
Yin, Xiao [1 ]
Gu, Chonglin [1 ]
Fan, Zhenyu [1 ]
Huang, Hejiao [1 ,2 ]
机构
[1] Harbin Inst Technol, Shenzhen Grad Sch, Shenzhen, Peoples R China
[2] Shenzhen Key Lab Internet Informat Collaborat, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
Ant Colony Framework; Optimization; Cold Chain; Routing;
D O I
10.1109/ISCID.2017.41
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In recent years, cold chain logistics is becoming more and more important, which always guides the transportation of the perishable food or agricultural products to the designated locations with least time to keep them fresh. In this paper, we study the problem of routing in cold chain logistics distribution with the goal of minimizing the total cost. It is mainly composed of four parts: the cost of vehicles to be used, transportation cost, customer penalty cost and the cost of damage, reflecting the basic operation expenditures, total routing length, and customer satisfaction during transportation indirectly. Here, the cost of customer penalty is generated only when the delivery time of a product exceeds its given time window. We first formulate the problem as a constraint optimization problem, and then propose a CC-ant algorithm based on ant colony framework. Numerical experiments show that our routing method can provide a feasible transportation path with both less cost and less running time in comparison with existing work.
引用
收藏
页码:171 / 176
页数:6
相关论文
共 50 条
  • [1] On the Cold Chain Logistics Distribution Routing Optimization
    Zhao Gang
    Zhang Yongfeng
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 2063 - 2068
  • [2] Optimization of cold chain logistics distribution network terminal
    Liu, Huaqiong
    Pretorius, Leon
    Jiang, Dongdong
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2018,
  • [3] Optimization of cold chain logistics distribution network terminal
    Huaqiong Liu
    Leon Pretorius
    Dongdong Jiang
    EURASIP Journal on Wireless Communications and Networking, 2018
  • [4] Application on Cold Chain Logistics Routing Optimization Based on Improved Genetic Algorithm
    Yang Liyi Zhang
    Yunshan Gao
    Teng Sun
    Yujing Fei
    Automatic Control and Computer Sciences, 2019, 53 : 169 - 180
  • [5] Optimization of vehicle routing with inventory allocation problems in Cold Supply Chain Logistics
    Al Theeb, Nader
    Smadi, Hazem J.
    Al-Hawari, Tarek H.
    Aljarrah, Manar H.
    COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 142
  • [6] Application on Cold Chain Logistics Routing Optimization Based on Improved Genetic Algorithm
    Zhang, Liyi
    Gao, Yang
    Sun, Yunshan
    Fei, Teng
    Wang, Yujing
    AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2019, 53 (02) : 169 - 180
  • [7] Research on Optimization of Pasteurized Milk Cold Chain Logistics Distribution Network
    Zhong Huiling
    Wu Dinglan
    Lin Changgui
    Wan Yanchun
    2018 15TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT (ICSSSM), 2018,
  • [8] Logistics Distribution Routing Optimization Algorithm
    Hua, Zhangchun
    Xin, Hua
    Wei, Zhang
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 1740 - 1743
  • [9] Erratum to: Application on Cold Chain Logistics Routing Optimization Based on Improved Genetic Algorithm
    Yang Liyi Zhang
    Yunshan Gao
    Teng Sun
    Yujing Fei
    Automatic Control and Computer Sciences, 2019, 53 : 572 - 572
  • [10] Optimization of Location-Routing Problem for Cold Chain Logistics Considering Carbon Footprint
    Wang, Songyi
    Tao, Fengming
    Shi, Yuhe
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2018, 15 (01):