An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management
Emilia Graß develops a solution method which can provide fast and near-optimal solutions to realistic large-scale two-stage shastic 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.
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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 shastic programming, solution methods, disaster management and healthcare.
An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management
Emilia Graß develops a solution method which can provide fast and near-optimal solutions to realistic large-scale two-stage shastic 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 shastic programming, solution methods, disaster management and healthcare.
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An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management
155
An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management
155Paperback(1st ed. 2018)
$54.99
54.99
In Stock
Product Details
| ISBN-13: | 9783658240806 |
|---|---|
| Publisher: | Springer Fachmedien Wiesbaden |
| Publication date: | 11/03/2018 |
| Series: | Mathematische Optimierung und Wirtschaftsmathematik | Mathematical Optimization and Economathematics |
| Edition description: | 1st ed. 2018 |
| Pages: | 155 |
| Product dimensions: | 5.83(w) x 8.27(h) x (d) |
About the Author
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