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
  • [31] STUDY ON VEHICLE ROUTING OPTIMIZATION OF COLD CHAIN LOGISTICS WITH SOFT TIME WINDOW UNDER STOCHASTIC DEMAND
    Yan, Liying
    Zheng, Pengjun
    UNIVERSITY POLITEHNICA OF BUCHAREST SCIENTIFIC BULLETIN SERIES C-ELECTRICAL ENGINEERING AND COMPUTER SCIENCE, 2020, 82 (03): : 167 - 178
  • [32] Study on vehicle routing optimization of cold chain logistics with soft time window under stochastic demand
    Yan, Liying
    Zheng, Pengjun
    UPB Scientific Bulletin, Series C: Electrical Engineering and Computer Science, 2020, 82 (03): : 167 - 178
  • [33] Optimization of Integrated Inventory Routing Problem for Cold Chain Logistics Considering Carbon Footprint and Carbon Regulations
    Li, Lixia
    Yang, Yu
    Qin, Gaoyuan
    SUSTAINABILITY, 2019, 11 (17)
  • [34] Cold Chain Logistics and Joint Distribution: A Review of Fresh Logistics Modes
    Shi, Huaixia
    Zhang, Qinglei
    Qin, Jiyun
    SYSTEMS, 2024, 12 (07):
  • [35] Optimization of Cold Chain Logistics with Fuzzy MCDM Model
    Do Ngoc Hien
    Nguyen Van Thanh
    PROCESSES, 2022, 10 (05)
  • [36] Optimization of multipath cold-chain logistics network
    Zhang, Guodao
    Dai, Liting
    Yin, Xuesong
    Leng, Longlong
    Chen, Huiling
    SOFT COMPUTING, 2023, 27 (23) : 18041 - 18059
  • [37] Optimization of multipath cold-chain logistics network
    Guodao Zhang
    Liting Dai
    Xuesong Yin
    Longlong Leng
    Huiling Chen
    Soft Computing, 2023, 27 : 18041 - 18059
  • [38] Study on cold chain logistics of vehicle routing problem for agricultural products
    Tang, Jiaojiao
    Liu, Kai
    Chen, Qian
    2013 IEEE INTERNATIONAL CONFERENCE ON SERVICE OPERATIONS AND LOGISTICS, AND INFORMATICS (SOLI), 2013, : 317 - 322
  • [39] Vehicle routing in cold food supply chain logistics: a literature review
    Awad, Mahmoud
    Ndiaye, Malick
    Osman, Ahmed
    INTERNATIONAL JOURNAL OF LOGISTICS MANAGEMENT, 2021, 32 (02) : 592 - 617
  • [40] Multi-objective Optimization of Cold Chain Logistics Distribution Path Considering Time Tolerance
    Wu N.
    Dai H.-J.
    Li J.-T.
    Jiang Q.-H.
    Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology, 2023, 23 (02): : 275 - 284