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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  • [33] A bi-objective supplier location, supplier selection and order allocation problem with green constraints: scenario-based approach
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  • [37] Bi-objective robust planning model for optimal allocation of soft open points in active distribution network: A flexibility improvement approach
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  • [38] A Step-By-Step Hybrid Approach Based on Multi-Criteria Decision-Making Methods And A Bi-Objective Optimization Model To Project Risk Management
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  • [39] A bi-objective MILP model for blocking hybrid flexible flow shop scheduling problem: robust possibilistic programming approach
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    [J]. INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2019, 14 (02) : 137 - 146
  • [40] A comparison of scenario-based hybrid bilevel and multi-objective location-allocation models for earthquake emergency shelters: a case study in the central area of Beijing, China
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    [J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2018, 32 (02) : 236 - 256