Approximation of Large-Scale Dynamical Systems

Name: Approximation of Large-Scale Dynamical Systems
Brand: Society for Industrial and Applied Mathematics (SIAM)
Availability: OutOfStock
Rating: 5 (1 reviews)

By Antoulas, Athanasios C.

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Description

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.

Product details

Languages:: Original: English
Number of Pages:: 507
Publisher:: Society for Industrial and Applied Mathematics (SIAM)
Publication Date:: 2005-01-01
Release Date:: 2005-07-13
ISBN / EAN:: 9780898715293
Weight:: 1030 g
Dimensions:: 182/262/32 cm

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