Integrated and coordinated relief logistics and road recovery planning problem

被引:6
|
作者
Akbari, Vahid [1 ]
Sayarshad, Hamid R. [2 ]
机构
[1] Univ Nottingham, Nottingham Univ Business Sch, Jubilee Campus, Nottingham NG8 1BB, Nottinghamshire, England
[2] Cornell Univ, Sch Civil & Environm Engn, Ithaca, NY 14853 USA
关键词
Markov decision process (MDP); Humanitarian logistics; Road restoration; Relief distribution; Disaster response; Restoration equipment positioning; LOCATION-ROUTING MODEL; REPAIR CREW; NETWORK; OPTIMIZATION; ALGORITHM; VEHICLE; CONNECTIVITY; EARTHQUAKE; ALLOCATION; DELIVERY;
D O I
10.1016/j.trd.2022.103433
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Sudden onset disasters can block roads and hinder relief logistics. With the objective of facilitating access to critical locations in the disaster-stricken area, we propose a new math-ematical model that determines the schedule and routes of a relief distribution team and a road restoration team. The road restoration team restores some of the blocked roads to provide faster access to critical nodes for the relief distribution team. We study the case in which the restoration times are stochastic, and our goal is to minimize the time by which the last demand node is met by the relief distribution team. We provide a detailed case study of our model with real data from Harris County in Texas, which was impacted by Hurricane Harvey during 2017. The results obtained from testing our model show that the objective function is decreased by up to 15% using the proposed non-myopic policy.
引用
收藏
页数:28
相关论文
共 50 条
  • [1] Robust Platelet Logistics Planning in Disaster Relief Operations Under Uncertainty: a Coordinated Approach
    Afshin Kamyabniya
    M. M. Lotfi
    Mohsen Naderpour
    Yuehwern Yih
    [J]. Information Systems Frontiers, 2018, 20 : 759 - 782
  • [2] Robust Platelet Logistics Planning in Disaster Relief Operations Under Uncertainty: a Coordinated Approach
    Kamyabniya, Afshin
    Lotfi, M. M.
    Naderpour, Mohsen
    Yih, Yuehwern
    [J]. INFORMATION SYSTEMS FRONTIERS, 2018, 20 (04) : 759 - 782
  • [3] A two-phase coordinated logistics planning approach to platelets provision in humanitarian relief operations
    Kamyabniya, Afshin
    Lotfi, M. M.
    Cai, Hua
    Hosseininasab, Hasan
    Yaghoubi, Saeed
    Yih, Yuehwern
    [J]. IISE TRANSACTIONS, 2019, 51 (01) : 1 - 21
  • [4] Planning helicopter logistics in disaster relief
    Linet Ozdamar
    [J]. OR Spectrum, 2011, 33 : 655 - 672
  • [5] Planning helicopter logistics in disaster relief
    Ozdamar, Linet
    [J]. OR SPECTRUM, 2011, 33 (03) : 655 - 672
  • [6] Multistage stochastic programming for integrated network optimization in hurricane relief logistics and evacuation planning
    Bhattarai, Sudhan
    Song, Yongjia
    [J]. NETWORKS, 2024, : 3 - 37
  • [7] Integrated Production and Logistics Planning
    El Khayyam, Yassine
    Herrou, Brahim
    [J]. INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2018, 14 (12) : 84 - 96
  • [8] LOGISTICS - INTEGRATED PLANNING OF DISTRIBUTION
    BETHLENF.NM
    [J]. CANADIAN MINING AND METALLURGICAL BULLETIN, 1970, 63 (696): : 441 - &
  • [9] PLANNING - ROAD TO RECOVERY
    WHITE, D
    [J]. NEW SOCIETY, 1983, 66 (1090): : 32 - 33
  • [10] Integrated planning of inbound and outbound logistics with a Rich Vehicle Routing Problem with backhauls
    Marques, Alexandra
    Soares, Ricardo
    Santos, Maria Joao
    Amorim, Pedro
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2020, 92