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Approximation of Large-Scale Dynamical Systems

Name: Approximation of Large-Scale Dynamical Systems
Brand: Society for Industrial & Applied Mathematics,U.S.
SKU: 02050220
Availability: OutOfStock
Author: Athanasios C. Antoulas
ISBN: 9780898716580

Athanasios C. Antoulas

Lingua

Inglese

Libro In brossura

Codice Libristo: 02050220

Casa editrice Society for Industrial & Applied Mathematics,U.S., dicembre 2005

Mathematical models are used to simulate, and sometimes control, the behavior of physical and artifi... Descrizione completa

Codice Libristo: 02050220

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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.