Exact and Approximate Modeling of Linear Systems : A Behavioral Approach Paperback
by Ivan Markovsky, Jan C. Willems, Sabine van Huffel, Bart De Moor
Part of the Mathematical Modeling and Computation series
Paperback
- Information
Description
Exact and Approximate Modeling of Linear Systems elegantly introduces the behavioural approach to mathematical modeling, 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 modeling problems starting from observed data.
The presented theory leads to algorithms that are implemented in C language and in MATLAB.
Information
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Unavailable
- Format:Paperback
- Pages:216 pages
- Publisher:Society for Industrial & Applied Mathematics,U.S.
- Publication Date:31/01/2006
- Category:
- ISBN:9780898716030
Information
-
Unavailable
- Format:Paperback
- Pages:216 pages
- Publisher:Society for Industrial & Applied Mathematics,U.S.
- Publication Date:31/01/2006
- Category:
- ISBN:9780898716030