Approximation of Large-Scale Dynamical Systems

Athanasios C. Antoulas

ISBN 10: 0898716586 / ISBN 13: 9780898716580

Published by Society for Industrial and Applied Mathematics,U.S., US, 2005

About this Item

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.

Seller Inventory # LU-9780898716580

Bibliographic Details

• Title: Approximation of Large-Scale Dynamical Systems
• Publisher: Society for Industrial and Applied Mathematics,U.S., US
• Publication Date: 2005
• Language: English
• ISBN 10: 0898716586
• ISBN 13: 9780898716580
• Binding: Paperback
• Condition: New
• Weight: 890 grams

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.