Optimization of vehicle routing with inventory allocation problems in Cold Supply Chain Logistics

被引:45
|
作者
Al Theeb, Nader [1 ]
Smadi, Hazem J. [1 ]
Al-Hawari, Tarek H. [1 ]
Aljarrah, Manar H. [1 ]
机构
[1] Jordan Univ Sci & Technol, Ind Engn Dept, POB 3030, Irbid 22110, Jordan
关键词
Integer programming; Cold supply chain; Vehicle routing; Inventory allocation; ENVIRONMENTAL CONSIDERATIONS; PERISHABLE PRODUCTS; MODEL; REFRIGERATION; DESIGN; SAFETY;
D O I
10.1016/j.cie.2020.106341
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this research, a new comprehensive mixed integer optimization model combining inventory allocation problem, vehicle routing problem, and cold supply chain (CSC) is formulated, denoted as IVRPCSC Model, to minimize the total cost paid for CSC, including the transportation and inventory costs. As the proposed model is NP-hard, a multi-phases solution approach is developed to solve the model in reasonable computational effort. Results of the proposed solution approach show that it is able to provide solutions with low gaps for the data-sets with different scales in very short computational time compared with the solutions for the same sets provided by commercial solvers, such as CPLEX. At the end, a real case study is solved by the proposed model, and the results show a saving of 9.25% of total distribution cost compared with the current cost paid by the organization.
引用
收藏
页数:16
相关论文
共 50 条
  • [21] Vehicle Routing Problem with Simultaneous Delivery and Pickup for Cold-chain Logistics
    Ji, Yingfeng
    Yang, Hualong
    Zhou, Yong
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON MODELING, SIMULATION AND APPLIED MATHEMATICS, 2015, 122 : 70 - 74
  • [22] A Decoding Method for Applying Swarm Intelligence Optimization Algorithm to Solve the Cold Chain Vehicle Logistics Routing Problem
    Liang, Xiaolei
    Sun, Yuan
    Tian, Mengdang
    Zhou, Wenfeng
    4TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2019, 237
  • [23] Vehicle routing problems for city logistics
    Cattaruzza D.
    Absi N.
    Feillet D.
    González-Feliu J.
    Feillet, Dominique (feillet@emse.fr), 1600, Springer Verlag, Netherlands (06): : 51 - 79
  • [24] Routing problems in agricultural cooperatives: a model for optimization of transport vehicle logistics
    Guitian de Frutos, Roque M.
    Casas-Mendez, Balbina
    IMA JOURNAL OF MANAGEMENT MATHEMATICS, 2019, 30 (04) : 387 - 412
  • [25] Models for Location Inventory Routing Problem of Cold Chain Logistics with NSGA-Ⅱ Algorithm
    郑建国
    李康
    伍大清
    JournalofDonghuaUniversity(EnglishEdition), 2017, 34 (04) : 533 - 539
  • [26] Resource Optimization and Inventory Routing of the Packaged Liquefied Gas Supply Chain
    Misra, Shamik
    Kapadi, Mangesh
    Gudi, Ravindra D.
    Saxena, Divya
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2019, 58 (18) : 7579 - 7592
  • [27] Integrated optimization of location, inventory and routing in supply chain network design
    Zheng, Xiaojin
    Yin, Meixia
    Zhang, Yanxia
    TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2019, 121 : 1 - 20
  • [28] Application of intelligent logistics inventory optimization algorithm based on digital supply chain
    Lin, Dongming
    Li, Molin
    Zhan, Qinhui
    Song, Xinlei
    Yang, Yaming
    Li, Hui
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2023, 24 (01) : 61 - 72
  • [29] 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
  • [30] Vehicle Routing Problem with Multi-type Vehicles in the Cold Chain Logistics System
    Huai Chu-xuan
    Sun Guo-hua
    Qu Ran-ran
    Gao Zhao
    Zhang Ze-hao
    2019 16TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT (ICSSSM2019), 2019,