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Exact and Approximate Modeling of Linear Systems - A Behavioral Approach (Paperback, Illustrated Ed) Loot Price: R2,425
Discovery Miles 24 250
Exact and Approximate Modeling of Linear Systems - A Behavioral Approach (Paperback, Illustrated Ed): Ivan Markovsky, Jan C....

Exact and Approximate Modeling of Linear Systems - A Behavioral Approach (Paperback, Illustrated Ed)

Ivan Markovsky, Jan C. Willems, Sabine Van Huffel, Bart De Moor

Series: Mathematical Modeling and Computation, No. 11

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Loot Price R2,425 Discovery Miles 24 250 | Repayment Terms: R227 pm x 12*

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Exact and Approximate Modelling of Linear Systems: A Behavioural Approach elegantly introduces the behavioural approach to mathematical modelling, an approach that requires models to be viewed as sets of possible outcomes rather than to be a priori bound to particular representations. The authors discuss exact and approximate fitting of data by linear, bilinear, and quadratic static models and linear dynamic models, a formulation that enables readers to select the most suitable representation for a particular purpose. This book presents exact subspace-type and approximate optimization-based identification methods, as well as representation-free problem formulations, an overview of solution approaches, and software implementation. Readers will find an exposition of a wide variety of modelling problems starting from observed data. The presented theory leads to algorithms that are implemented in C language and in MATLAB.

General

Imprint: Society For Industrial & Applied Mathematics,U.S.
Country of origin: United States
Series: Mathematical Modeling and Computation, No. 11
Release date: 2006
First published: 2006
Authors: Ivan Markovsky • Jan C. Willems • Sabine Van Huffel • Bart De Moor
Dimensions: 229 x 152 x 13mm (L x W x T)
Format: Paperback - Trade
Pages: 216
Edition: Illustrated Ed
ISBN-13: 978-0-89871-603-0
Categories: Books > Reference & Interdisciplinary > Communication studies > Information theory > Cybernetics & systems theory
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers
Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematical modelling
LSN: 0-89871-603-9
Barcode: 9780898716030

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