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Model Reduction Of Complex Dynamical Systems 1st Edition Peter Benner

Name: Model Reduction Of Complex Dynamical Systems 1st Edition Peter Benner
SKU: BELL-34378428
Price: 31.00 USD
Availability: InStock
Rating: 4.1 (20 reviews)

SKU: BELL-34378428

$ 31.00 ~~$ 45.00~~ (-31%)

4.1

20 reviews

Model Reduction Of Complex Dynamical Systems 1st Edition Peter Benner instant download after payment.

Publisher: Birkhäuser

File Extension: PDF

File size: 11.51 MB

Pages: 428

Author: Peter Benner, Tobias Breiten, Heike Faßbender, Michael Hinze, Tatjana Stykel, Ralf Zimmermann

ISBN: 9783030729820, 3030729826

Language: English

Year: 2021

Edition: 1

Volume: 171

Product desciption

Model Reduction Of Complex Dynamical Systems 1st Edition Peter Benner by Peter Benner, Tobias Breiten, Heike Faßbender, Michael Hinze, Tatjana Stykel, Ralf Zimmermann 9783030729820, 3030729826 instant download after payment.

This contributed volume presents some of the latest research related to model order reduction of complex dynamical systems with a focus on time-dependent problems. Chapters are written by leading researchers and users of model order reduction techniques and are based on presentations given at the 2019 edition of the workshop series Model Reduction of Complex Dynamical Systems – MODRED, held at the University of Graz in Austria. The topics considered can be divided into five categories:

system-theoretic methods, such as balanced truncation, Hankel norm approximation, and reduced-basis methods;
data-driven methods, including Loewner matrix and pencil-based approaches, dynamic mode decomposition, and kernel-based methods;
surrogate modeling for design and optimization, with special emphasis on control and data assimilation;
model reduction methods in applications, such as control and network systems, computational electromagnetics, structural mechanics, and fluid dynamics; and
model order reduction software packages and benchmarks.

This volume will be an ideal resource for graduate students and researchers in all areas of model reduction, as well as those working in applied mathematics and theoretical informatics.