Sheltering network planning and management with a case in the Gulf Coast region

This paper studies sheltering network planning and operations for natural disaster preparedness and responses with a two-stage stochastic program. The preparedness phase decides the locations, capacities and resources of new Permanent Shelters. Under each disaster scenario, both evacuees and resources are distributed to shelters in the response phase. To address the computational burden, the L-shaped algorithm is applied to decompose the problem into the scenario level with linear programs. A case study for hurricanes in the Gulf Coast region of the US is conducted to demonstrate the implementation of the proposed model.

[1]  J. MacGregor Smith,et al.  RESOURCE ALLOCATION IN STATE-DEPENDENT EMERGENCY EVACUATION NETWORKS , 1996 .

[2]  Nezih Altay,et al.  OR/MS research in disaster operations management , 2006, Eur. J. Oper. Res..

[3]  John R. Birge,et al.  Introduction to Stochastic Programming , 1997 .

[4]  Emmett J. Lodree,et al.  Inventory decisions for emergency supplies based on hurricane count predictions , 2010 .

[5]  Mei-Shiang Chang,et al.  A scenario planning approach for the flood emergency logistics preparation problem under uncertainty , 2007 .

[6]  Antoine G. Hobeika,et al.  A LOCATION-ALLOCATION MODEL AND ALGORITHM FOR EVACUATION PLANNING UNDER HURRICANE/FLOOD CONDITIONS , 1991 .

[7]  Jørgen Tind,et al.  L-shaped decomposition of two-stage stochastic programs with integer recourse , 1998, Math. Program..

[8]  Zelda B. Zabinsky,et al.  Stochastic optimization of medical supply location and distribution in disaster management , 2010 .

[9]  Patrizia Beraldi,et al.  Designing robust emergency medical service via stochastic programming , 2004, Eur. J. Oper. Res..

[10]  Kevin E Lansey,et al.  OPTIMAL SIZING OF IRRIGATION DELIVERY SYSTEMS USING A TWO-STAGE STOCHASTIC PROGRAMMING APPROACH , 2001 .

[11]  Changzheng Liu,et al.  A two-stage stochastic programming model for transportation network protection , 2009, Comput. Oper. Res..

[12]  Anthony Chen,et al.  Shelter location-allocation model for flood evacuation planning , 2005 .

[13]  Suleyman Tufekci,et al.  An integrated emergency management decision support system for hurricane emergencies , 1995 .

[14]  Guohe Huang,et al.  TISEM: A Two-Stage Interval-Stochastic Evacuation Management Model , 2008 .

[15]  Gülay Barbarosoglu,et al.  A two-stage stochastic programming framework for transportation planning in disaster response , 2004, J. Oper. Res. Soc..

[16]  Jay Weinroth A Model for the Management of Building Evacuation , 1989, Simul..

[17]  Gang-Len Chang,et al.  Two-Level Integrated Optimization System for Planning of Emergency Evacuation , 2006 .

[18]  Mark A. Turnquist,et al.  Pre-positioning of emergency supplies for disaster response , 2010 .

[19]  Linet Özdamar,et al.  A dynamic logistics coordination model for evacuation and support in disaster response activities , 2007, Eur. J. Oper. Res..

[20]  Alexander Stepanov,et al.  Production , Manufacturing and Logistics Multi-objective evacuation routing in transportation networks , 2009 .

[21]  Horst W. Hamacher,et al.  Modeling of building evacuation problems by network flows with side constraints , 1988 .

[22]  Takeo Yamada,et al.  A network flow approach to a city emergency evacuation planning , 1996, Int. J. Syst. Sci..

[23]  Mohammad Saadatseresht,et al.  Evacuation planning using multiobjective evolutionary optimization approach , 2009, Eur. J. Oper. Res..