EVACUATION ROUTE MODELING AND PLANNING WITH GENERAL PURPOSE GPU COMPUTING

dc.contributor.advisorMiller-Hooks, Eliseen_US
dc.contributor.authorPrentiss, David D.en_US
dc.contributor.departmentCivil Engineeringen_US
dc.contributor.publisherDigital Repository at the University of Marylanden_US
dc.contributor.publisherUniversity of Maryland (College Park, Md.)en_US
dc.date.accessioned2014-10-17T05:34:58Z
dc.date.available2014-10-17T05:34:58Z
dc.date.issued2014en_US
dc.description.abstractThis work introduces a bilevel, stochastic optimization problem aimed at robust, regional evacuation network design and shelter location under uncertain hazards. A regional planner, acting as a Stackelberg leader, chooses among evacuation-route contraflow operation and shelter location to minimize the expected risk exposure to evacuees. Evacuees then seek an equilibrium with respect to risk exposure in the lower level. An example network is solved exactly with a strategy that takes advantage of a fast, low-memory, equilibrium algorithm and general purpose computing on graphical processing units.en_US
dc.identifierhttps://doi.org/10.13016/M2K31B
dc.identifier.urihttp://hdl.handle.net/1903/15954
dc.language.isoenen_US
dc.subject.pqcontrolledTransportation planningen_US
dc.subject.pquncontrolledContraflowen_US
dc.subject.pquncontrolledEvacuationen_US
dc.subject.pquncontrolledGPGPUen_US
dc.subject.pquncontrolledShelteren_US
dc.subject.pquncontrolledStochastic MPECen_US
dc.titleEVACUATION ROUTE MODELING AND PLANNING WITH GENERAL PURPOSE GPU COMPUTINGen_US
dc.typeThesisen_US

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