A Hybrid Approach of VIKOR and Bi-Objective Decision Model for Emergency Shelter Location-Allocation to Respond to Earthquakes

被引:12
|
作者
Geng, Shaoqing [1 ]
Hou, Hanping [1 ]
Zhou, Zhou [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Econ & Management, Beijing 100044, Peoples R China
关键词
disaster management; fuzzy-VIKOR method; bi-objective programming model; shelter location-allocation; hierarchical model; OF-THE-ART; SUPPLIER SELECTION; OPTIMIZATION MODEL; FUZZY; TRANSPORTATION; EVACUATION; HIERARCHY; COVERAGE; TOPSIS; SETS;
D O I
10.3390/math9161897
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Earthquakes have catastrophic effects on the affected population, especially in undeveloped countries or regions. Minimizing the impact and consequences of earthquakes involves many decisions and disaster relief operations that should be optimized. A critical disaster management problem is to construct shelters with reasonable capacity in the right locations, allocate evacuees, and provide relief materials to them within a reasonable period. This study proposes a bi-objective hierarchical model with two stages, namely, the temporary shelter stage and the short-term shelter stage. The proposed objectives at different stages are to minimize the evacuation time, maximize the suitability based on qualitative factors, and minimize the number of sites while considering the demand, capacity, utilization, and budget constraints. The performance evaluation of the emergency shelter was carried out by fuzzy-VIKOR, and the most ideal location of the shelter was determined through multiple standards. Emergency management organizations can benefit from the collective expertise of multiple decision-makers because the proposed method uses their knowledge to automate the location and allocation process of shelters. In the case of Chengdu, Sichuan Province, China, the results of using this hybrid approach provide the government with a range of options. This method can realize the trade-off between efficiency and cost in the emergency shelter location and material distribution, and realize reliable solutions in disaster emergencies.
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页数:29
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  • [1] Bi-objective Optimization Model for Determining Shelter Location-allocation in Humanitarian Relief Logistics
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    [J]. PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH AND ENTERPRISE SYSTEMS (ICORES), 2021, : 387 - 393
  • [2] A bi-objective model for location-allocation problem within queuing framework
    Chambari, Amirhossein
    Rahmaty, Seyed Habib
    Hajipour, Vahid
    Karimi, Aida
    [J]. World Academy of Science, Engineering and Technology, 2011, 78 : 138 - 145
  • [3] Bi-objective optimization approach to a multi-layer location-allocation problem with jockeying
    Chaleshtori, Amir Eshaghi
    Jahani, Hamed
    Aghaie, Abdollah
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 149
  • [4] Solving a bi-objective unmanned aircraft system location-allocation problem
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    Yakici, Ertan
    Dasci, Abdullah
    [J]. ANNALS OF OPERATIONS RESEARCH, 2022, 319 (02) : 1631 - 1654
  • [5] Solving a bi-objective unmanned aircraft system location-allocation problem
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    [J]. Annals of Operations Research, 2022, 319 : 1631 - 1654
  • [6] A Bi-objective Decision Model of Medical Center Location for Emergency Incidents
    Chen Yingzhen
    Zhao Qiuhong
    Dessouky, Maged
    [J]. PROCEEDINGS OF 2013 6TH INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT, INNOVATION MANAGEMENT AND INDUSTRIAL ENGINEERING (ICIII 2013) VOL 1, 2013, : 113 - +
  • [7] Permanent Emergency Shelter Location-Allocation Based Maximal Covering Model
    Zhang Jing
    Wang Li
    Liu Mao
    [J]. PROGRESS IN SAFETY SCIENCE AND TECHNOLOGY, VOL VII, PTS A AND B, 2008, 7 : 455 - 460
  • [8] A bi˗objective hub location-allocation model considering congestion
    A. Ghodratnama
    H. R. Arbabi
    A. Azaron
    [J]. Operational Research, 2020, 20 : 2427 - 2466
  • [9] Optimization of Urban Shelter Locations Using Bi-Level Multi-Objective Location-Allocation Model
    He, Lei
    Xie, Ziang
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2022, 19 (07)
  • [10] Bi-objective multi-layer location-allocation model for the immediate aftermath of sudden-onset disasters
    Baharmand, Hossein
    Comes, Tina
    Lauras, Matthieu
    [J]. TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2019, 127 : 86 - 110