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Könyv Model Reduction of Complex Dynamical Systems Peter Benner

Model Reduction of Complex Dynamical Systems

Szerző: Peter Benner, Tobias Breiten, Heike Fassbender, Michael Hinze, Tatjana Stykel, Ralf Zimmermann
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer Nature Switzerland AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
53 656 Ft
This contributed volume presents some of the latest research related to model order reduction of com...

Információk a könyvről

Szerző
Peter Benner, Tobias Breiten, Heike Fassbender, Michael Hinze, Tatjana Stykel, Ralf Zimmermann
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2022
oldal
415
EAN
9783030729851
Enbook ID
41360243
Kiadó
Springer Nature Switzerland AG
Súly
658
Méretek
155 x 235 x 24

Teljes leírás

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.

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