An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management

Author:   Emilia Graß
Publisher:   Springer Fachmedien Wiesbaden
Edition:   1st ed. 2018
ISBN:  

9783658240806


Pages:   155
Publication Date:   13 November 2018
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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An Accelerated Solution Method for Two-Stage Stochastic Models in Disaster Management


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Overview

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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Author:   Emilia Graß
Publisher:   Springer Fachmedien Wiesbaden
Imprint:   Springer Spektrum
Edition:   1st ed. 2018
Weight:   0.454kg
ISBN:  

9783658240806


ISBN 10:   3658240806
Pages:   155
Publication Date:   13 November 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

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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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