Approximation of Large-Scale Dynamical Systems (Advances in Design and Control, Series Number 6)

Antoulas, Athanasios C.

ISBN 10: 0898716586 / ISBN 13: 9780898716580

Published by Society for Industrial and Applied Mathematics, 2009

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Seller Inventory # ERICA82908987165863

Bibliographic Details

• Title: Approximation of Large-Scale Dynamical Systems (Advances in Design and Control, Series Number 6)
• Publisher: Society for Industrial and Applied Mathematics
• Publication Date: 2009
• Language: English
• ISBN 10: 0898716586
• ISBN 13: 9780898716580
• Binding: Paperback
• Condition: Good
• Dust Jacket Condition: Dust Jacket Included
• Book Type: book

About this title

Synopsis

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.

Book Description

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.