A three-stage stochastic facility routing model for disaster response planning

被引:143
作者
Rennemo, Sigrid Johansen [1 ]
Ro, Kristina Fougner [1 ]
Hvattum, Lars Magnus [1 ]
Tirado, Gregorio [2 ]
机构
[1] Norwegian Univ Sci & Technol, Dept Ind Econ & Technol Management, Trondheim, Norway
[2] Univ Complutense Madrid, Dept Estadist & Invest Operat, E-28040 Madrid, Spain
关键词
Disaster management; Stochastic programming; Humanitarian logistics; LOCATION; SUPPLIES;
D O I
10.1016/j.tre.2013.12.006
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper presents a three-stage mixed-integer stochastic programming model for disaster response planning, considering the opening of local distribution facilities, initial allocation of supplies, and last mile distribution of aid. The vehicles available for transportation, the state of the infrastructure and the demand of the potential beneficiaries are considered as stochastic elements. Extensive computational testing performed on realistic instances shows that the solutions produced by the stochastic programming model are significantly better than those produced by a deterministic expected value approach. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:116 / 135
页数:20
相关论文
共 45 条
[31]  
Rawls C.G., 2012, SOCIO-ECON PLAN SCI, V46, P46, DOI [10.1016/j.seps.2011.10.002, DOI 10.1016/J.SEPS.2011.10.002]
[32]   Pre-positioning of emergency supplies for disaster response [J].
Rawls, Carmen G. ;
Turnquist, Mark A. .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2010, 44 (04) :521-534
[33]  
Salmeron J., 2009, PERVASIVE COMPUTING, P1
[34]  
Sangiamkul E., 2011, 8 INT C INF SYST CRI
[35]  
Shen Z., 2009, STOCHASTIC VEHICLE R, V30
[36]   A Two-Stage Vehicle Routing Model for Large-Scale Bioterrorism Emergencies [J].
Shen, Zhihong ;
Dessouky, Maged M. ;
Ordonez, Fernando .
NETWORKS, 2009, 54 (04) :255-269
[37]  
Sphere Project, 2011, SPHER HDB HUM CHART
[38]  
Thomas AG, 2005, TOP CAN WEED SCI, V1, P1
[39]   Mufti-objective optimal planning for designing relief delivery systems [J].
Tzeng, Gwo-Hshiung ;
Cheng, Hsin-Jung ;
Huang, Tsung Dow .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2007, 43 (06) :673-686
[40]  
Van Hentenryck P, 2010, LECT NOTES COMPUT SC, V6140, P318, DOI 10.1007/978-3-642-13520-0_35