Large-Scale PDE-Constrained Optimization in Applications

Author:   Subhendu Bikash Hazra
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2010 ed.
Volume:   49
ISBN:  

9783642263880


Pages:   201
Publication Date:   05 September 2012
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Large-Scale PDE-Constrained Optimization in Applications


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Overview

With continuous development of modern computing hardware and applicable - merical methods, computational ?uid dynamics (CFD) has reached certain level of maturity so that it is being used routinely by scientists and engineers for ?uid ?ow analysis. Since most of the real-life applications involve some kind of optimization, it has been natural to extend the use of CFD tools from ?ow simulation to simu- tion based optimization. However, the transition from simulation to optimization is not straight forward, it requires proper interaction between advanced CFD meth- ologies and state-of-the-art optimization algorithms. The ultimate goal is to achieve optimal solution at the cost of few ?ow solutions. There is growing number of - search activities to achieve this goal. This book results from my work done on simulation based optimization problems at the Department of Mathematics, University of Trier, and reported in my postd- toral thesis (”Habilitationsschrift”) accepted by the Faculty-IV of this University in 2008. The focus of the work has been to develop mathematical methods and - gorithms which lead to ef?cient and high performance computational techniques to solve such optimization problems in real-life applications. Systematic development of the methods and algorithms are presented here. Practical aspects of implemen- tions are discussed at each level as the complexity of the problems increase, suppo- ing with enough number of computational examples.

Full Product Details

Author:   Subhendu Bikash Hazra
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2010 ed.
Volume:   49
Dimensions:   Width: 15.50cm , Height: 1.50cm , Length: 23.50cm
Weight:   0.349kg
ISBN:  

9783642263880


ISBN 10:   3642263887
Pages:   201
Publication Date:   05 September 2012
Audience:   College/higher education ,  Professional and scholarly ,  Postgraduate, Research & 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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Reviews

From the reviews: This book is based on the habilitation thesis ... of the author. It documents the author's extensive experience with two classes of optimization algorithms applied to two particular PDE constrained optimization problems. ... The book offers a wealth of practical information about the design and numerical performance of specific optimization algorithms in two specific application settings. Engineers ad practitioners who are experienced in computational design and who seek practical numerical recipes to solve optimization problems in these two application areas will find the monograph useful. (Pavel B. Bochev, Mathematical Reviews, Issue 2012 b)


From the reviews: This book is based on the habilitation thesis ... of the author. It documents the author's extensive experience with two classes of optimization algorithms applied to two particular PDE constrained optimization problems. ... The book offers a wealth of practical information about the design and numerical performance of specific optimization algorithms in two specific application settings. Engineers ad practitioners who are experienced in computational design and who seek practical numerical recipes to solve optimization problems in these two application areas will find the monograph useful. (Pavel B. Bochev, Mathematical Reviews, Issue 2012 b)


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