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Books > Earth & environment > The environment > Environmental impact of natural disasters & phenomena
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An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management (Paperback, 1st ed. 2018)
Loot Price: R1,305
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An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management (Paperback, 1st ed. 2018)
Series: Mathematische Optimierung und Wirtschaftsmathematik | Mathematical Optimization and Economathematics
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Emilia Grass develops a solution method which can provide fast and
near-optimal solutions to realistic large-scale two-stage
stochastic problems in disaster management. The author proposes a
specialized interior-point method to accelerate the standard
L-shaped algorithm. She shows that the newly developed solution
method solves two realistic large-scale case studies for the
hurricane prone Gulf and Atlantic coast faster than the standard
L-shaped method and a commercial solver. The accelerated solution
method enables relief organizations to employ appropriate
preparation measures even in the case of short-term disaster
warnings.About the Author Emilia Grass holds a PhD from the Hamburg
University of Technology, Germany. She is currently working as
guest researcher on the project cyber security in healthcare at the
Centre for Health Policy, Imperial College London, UK. Her
scientific focus is on stochastic programming, solution methods,
disaster management and healthcare.
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