Interpolatory Methods for Model Reduction

Language: English

Published by Society For Industrial & Applied Mathematics,U.S. Feb 2020, 2020

1611976073 / 9781611976076

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Neuware - Dynamical systems are a principal tool in the modeling, prediction, and control of a wide range of complex phenomena. As the need for improved accuracy leads to larger and more complex dynamical systems, direct simulation often becomes the only available strategy for accurate prediction or control, inevitably creating a considerable burden on computational resources. This is the main context where one considers model reduction, seeking to replace large systems of coupled differential and algebraic equations that constitute high fidelity system models with substantially fewer equations that are crafted to control the loss of fidelity that order reduction may induce in the system response. Interpolatory methods are among the most widely used model reduction techniques, and Interpolatory Methods for Model Reduction is the first comprehensive analysis of this approach available in a single, extensive resource. It introduces state-of-the-art methods reflecting significant developments over the past two decades, covering both classical projection frameworks for model reduction and data-driven, nonintrusive frameworks.This textbook is appropriate for a wide audience of engineers and other scientists working in the general areas of large-scale dynamical systems and data-driven modeling of dynamics.

Seller Inventory # 9781611976076

Title
Interpolatory Methods for Model Reduction
Author
Athanasios C. Antoulas
Publisher
Society For Industrial & Applied Mathematics,U.S. Feb 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1611976073
ISBN 13
9781611976076
Item weight
532 grams
Dimensions
256x179x21 mm

AHA-BUCH GmbH

Einbeck, Germany

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