Multitask Emergency Logistics Planning under Multimodal Transportation

被引:9
|
作者
Liu, Hongbin [1 ]
Song, Guopeng [1 ]
Liu, Tianyu [1 ]
Guo, Bo [1 ]
机构
[1] Natl Univ Def Technol, Coll Syst Engn, Changsha 410073, Peoples R China
基金
中国国家自然科学基金;
关键词
emergency logistics; multimodal transportation; mixed-integer programming; shortest-path; particle swarm optimization; OPTIMIZATION MODEL; NETWORK; MULTICOMMODITY;
D O I
10.3390/math10193624
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Multitask emergency logistics planning is a complex optimization problem in practice. When a disaster occurs, relief materials or rescue teams should be dispatched to destinations as soon as possible. In a nutshell, the problem can be described as an optimization of multipoint-to-multipoint transportation delivery problem in a given multimodal traffic network. In this study, a multimodal traffic network is considered for emergency logistics transportation planning, and a mixed-integer programming (MIP) formulation is proposed to model the problem. In order to solve this model, we propose a two-layer solution method. The inner layer is to manage the single-task route recommendation, for which we develop a shortest-path algorithm with the multimodal traffic network. Here, the optimal substructure of the algorithm and its time complexity are presented. With the route of each task calculated by the single-task solver, a general optimization algorithm based on improved particle swarm optimization (PSO) is proposed at the outer layer to coordinate the execution of each task constrained by the limited transportation capacity, so as to derive solutions for multi-commodity emergency logistics planning. Extensive computational results show that the proposed method can find solutions of good quality in reasonable time. Meanwhile, through the sensitivity analysis of the algorithm, we find the appropriate parameters for general optimization algorithm to solve the problem proposed in this paper. The proposed approach is effective and practical for solving multitask emergency logistics planning problem under multimodal transportation, which can find a satisfactory solution in an acceptable time.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] Dynamic planning method of product multimodal logistics transportation path
    Wan Y.
    Li X.
    [J]. International Journal of Manufacturing Technology and Management, 2022, 36 (2-4) : 241 - 256
  • [2] The Multi-Objective Shortest Path Problem with Multimodal Transportation for Emergency Logistics
    Guo, Jinzuo
    Liu, Hongbin
    Liu, Tianyu
    Song, Guopeng
    Guo, Bo
    [J]. MATHEMATICS, 2024, 12 (17)
  • [3] Optimal route planning for emergency transportation logistics based on time constraints
    Wu R.J.
    Patnaik S.
    [J]. Advances in Transportation Studies, 2023, 2 (Special issue): : 75 - 86
  • [4] The Transportation Mode Distribution of Multimodal Transportation in Automotive Logistics
    Zeng, Tao
    Hu, Dawei
    Huang, Guolang
    [J]. INTELLIGENT AND INTEGRATED SUSTAINABLE MULTIMODAL TRANSPORTATION SYSTEMS PROCEEDINGS FROM THE 13TH COTA INTERNATIONAL CONFERENCE OF TRANSPORTATION PROFESSIONALS (CICTP2013), 2013, 96 : 405 - 417
  • [5] A Literature Review On Multimodal Freight Transportation Planning Under Disruptions
    Rosyida, E. E.
    Santosa, B.
    Pujawan, T. N.
    [J]. INTERNATIONAL CONFERENCE ON INDUSTRIAL AND SYSTEMS ENGINEERING (ICONISE) 2017, 2018, 337
  • [6] Research on Optimization of Logistics Transportation Mode Based on Multimodal Transportation
    Zhou, Xiangfeng
    Du, Juan
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON ECONOMIC AND BUSINESS MANAGEMENT (FEBM 2018), 2018, 56 : 320 - 322
  • [7] Emergency logistics planning under supply risk and demand uncertainty
    Safaei, Abdul Sattar
    Farsad, Saba
    Paydar, Mohammad Mahdi
    [J]. OPERATIONAL RESEARCH, 2020, 20 (03) : 1437 - 1460
  • [8] Emergency logistics planning under supply risk and demand uncertainty
    Abdul Sattar Safaei
    Saba Farsad
    Mohammad Mahdi Paydar
    [J]. Operational Research, 2020, 20 : 1437 - 1460
  • [9] Multimodal Transportation Route Planning under Low Carbon Emissions Background
    Liu J.
    Peng Q.-Y.
    Yin Y.
    [J]. Yin, Yong (450097917@qq.com), 2018, Science Press (18): : 243 - 249
  • [10] Optimising hierarchical emergency logistics network under ambiguous demand and transportation cost
    Wang, Qi
    Liu, Yankui
    Li, Hongliang
    [J]. TRANSPORTMETRICA A-TRANSPORT SCIENCE, 2023,