International Series of Numerical Mathematics
cover

Model Reduction of Complex Dynamical Systems

Editors: Benner, P., Breiten, T., Faßbender, H., Hinze, M., Stykel, T., Zimmermann, R. (Eds.)

  • Presents the latest research on model order reduction of complex dynamical systems
  • Features contributions from leading researchers and users of model order reduction techniques
  • Offers 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
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Buy this book

eBook $109.00
price for USA in USD
  • The eBook version of this title will be available soon
  • Due: August 27, 2021
  • ISBN 978-3-030-72983-7
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $139.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: July 30, 2021
  • ISBN 978-3-030-72982-0
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
About this book

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.

Buy this book

eBook $109.00
price for USA in USD
  • The eBook version of this title will be available soon
  • Due: August 27, 2021
  • ISBN 978-3-030-72983-7
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover $139.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: July 30, 2021
  • ISBN 978-3-030-72982-0
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
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Bibliographic Information

Bibliographic Information
Book Title
Model Reduction of Complex Dynamical Systems
Editors
  • Peter Benner
  • Tobias Breiten
  • Heike Faßbender
  • Michael Hinze
  • Tatjana Stykel
  • Ralf Zimmermann
Series Title
International Series of Numerical Mathematics
Series Volume
171
Copyright
2021
Publisher
Birkhäuser Basel
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-72983-7
DOI
10.1007/978-3-030-72983-7
Hardcover ISBN
978-3-030-72982-0
Series ISSN
0373-3149
Edition Number
1
Number of Pages
XIV, 409
Number of Illustrations
26 b/w illustrations, 98 illustrations in colour
Topics