Approximation of Large-Scale Dynamical Systems (Advances in Design and Control)
Athanasios C. Antoulas
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. 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.
カテゴリー:
年:
2005
出版社:
SIAM
言語:
english
ページ:
335
ISBN 10:
0898715296
ISBN 13:
9780898715293
ファイル:
PDF, 57.57 MB
IPFS:
,
english, 2005