Optimization of Multi-compartment Vehicle Routing Problem in Delivery Mode

被引:12
|
作者
Deng, Xuefei [1 ]
Liang, Jing [2 ]
Che, Lu [2 ]
Zhang, Lei [2 ]
Sun, Rong [2 ]
机构
[1] Aerosp Hitech Holding Grp Co Ltd, Beijing 100070, Peoples R China
[2] Hebei Univ Technol, Sch Control Sci & Engn, Tianjin 300130, Peoples R China
关键词
Routing optimization; Multi-compartment vehicle; Simulated annealing algorithm;
D O I
10.1007/978-981-10-7817-0_2
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
With the rapid development of social life, the demand for refined oil is increasing rapidly. Therefore, the problem of vehicle routing problem is more and more concerned by domestic and foreign scholars. On the basis of the classical vehicle routing problem, the vehicle routing problem of multi tank is extended by combining the background of the finished product and the vehicle transportation. In this paper, the mathematical model of the distribution path of the multi tank truck is established firstly, the different oil is transported in the same position with the vehicle, the objective function is the lowest cost. Then, the hybrid algorithm of simulated annealing and tabu search is improved. The model and algorithm are applied to the actual delivery task of a company and compared with the actual business data. The cost of distribution is obviously reduced, and the improved hybrid algorithm can be effectively solved. It proved that the improved hybrid algorithm can effectively solve the problem of multi distribution storage tanker vehicles.
引用
收藏
页码:11 / 22
页数:12
相关论文
共 50 条
  • [1] Vehicle selection for a multi-compartment vehicle routing problem
    Ostermeier, Manuel
    Huebner, Alexander
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 269 (02) : 682 - 694
  • [2] Improved particle swarm optimization for multi-compartment vehicle routing problem
    Chen J.
    Zhang S.
    Dan B.
    [J]. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2019, 25 (11): : 2952 - 2962
  • [3] The multi-compartment vehicle routing problem with flexible compartment sizes
    Henke, Tino
    Speranza, M. Grazia
    Waescher, Gerhard
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 246 (03) : 730 - 743
  • [4] Loading constraints for a multi-compartment vehicle routing problem
    Manuel Ostermeier
    Sara Martins
    Pedro Amorim
    Alexander Hübner
    [J]. OR Spectrum, 2018, 40 : 997 - 1027
  • [5] Multi-compartment vehicle routing problem: Status and perspectives
    Sun L.
    Zhou Y.
    Teng Y.
    Hu X.
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2021, 41 (06): : 1535 - 1546
  • [6] Loading constraints for a multi-compartment vehicle routing problem
    Ostermeier, Manuel
    Martins, Sara
    Amorim, Pedro
    Huebner, Alexander
    [J]. OR SPECTRUM, 2018, 40 (04) : 997 - 1027
  • [7] A Hybrid Ant Colony Optimization Algorithm for Multi-Compartment Vehicle Routing Problem
    Guo, Ning
    Qian, Bin
    Hu, Rong
    Jin, Huai P.
    Xiang, Feng H.
    [J]. COMPLEXITY, 2020, 2020 (2020)
  • [8] Multi-trip multi-compartment vehicle routing problem with backhauls
    Sukhpal
    Kumar, Kaushal
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2024, 15 (05) : 1717 - 1734
  • [9] A Multi-compartment Vehicle Routing Problem for Livestock Feed Distribution
    Kandiller, Levent
    Eliiyi, Deniz Tursel
    Tasar, Bahar
    [J]. OPERATIONS RESEARCH PROCEEDINGS 2015, 2017, : 149 - 155
  • [10] Multi-Compartment Electric Vehicle Routing Problem for Perishable Products
    Liu Z.
    Li Y.
    Xu J.
    Bai D.
    [J]. International Journal of Crowd Science, 2024, 8 (01) : 38 - 48