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Approximation of Large-Scale Dynamical Systems - (Advances in Design and Control) (Paperback)

Approximation of Large-Scale Dynamical Systems - (Advances in Design and Control) (Paperback) - image 1 of 1
Approximation of Large-Scale Dynamical Systems - (Advances in Design and Control) (Paperback) - image 1 of 1
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Specifications

Number of Pages: 510

Genre: Mathematics

Sub-Genre: Differential Equations

Series Title: Advances in Design and Control

Format: Paperback

Publisher: Society for Industrial and Applied Mathematics (SIAM)

Book theme: General

Author: Athanasios C Antoulas

Language: English

Street Date: July 1, 2009
TCIN: 77847676
UPC: 9780898716580
Item Number (DPCI): 247-19-6800

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.
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