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Approximation of large-scale dynamical systems, Advances in Design and Control, SIAM, Philadephia (). Google Scholar. [2]. A.C. AntoulasNew results on. Buy Approximation of Large-Scale Dynamical Systems (Advances in Design and Control) on ✓ FREE Athanasios C. Antoulas (Author). out of. Buy Approximation of Large-Scale Dynamical Systems (Advances in Design and Dr. Athanasios C. Antoulas is one of the world’s leading authorities on model.

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Sample Chapter Mathematical models are used to simulate, and sometimes control, the behavior of physical and artificial processes such as the weather and very large-scale integration VLSI circuits. The increasing need for accuracy has led to the development of highly complex models.

Approximation of Large-Scale Dynamical Systems

However, in the presence of limited computational, accuracy, and storage capabilities, model reduction system approximation is often necessary. Approximation of Large-Scale Dynamical Systems provides a comprehensive picture of model reduction, combining system theory with numerical linear algebra and computational considerations.


It addresses the issue of model reduction and the resulting trade-offs between accuracy and complexity. Special attention is given to numerical aspects, simulation questions, and practical applications.

Approximation of Large-scale Dynamical Systems – Athanasios C. Antoulas – Google Books

Audience This book is for anyone interested in model reduction. Motivating Examples; Part II: Tools from Matrix Theory; Chapter 4: Part 1; Chapter 5: Part 2; Chapter 6: Balancing and balanced approximations; Chapter 8: Hankel-norm Approximation; Chapter 9: Krylov-based Approximation Methods; Chapter Eigenvalue Computations; Chapter Case Studies; Chapter We promise to never spam you, and just use your email address to identify you as a valid customer. Aantoulas product antoylas received any reviews yet.

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Approximation of Large-Scale Dynamical Systems – SIAM Bookstore

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