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Exact and Approximate Modeling of Linear Systems - A Behavioral Approach (Paperback, Illustrated Ed)
Loot Price: R2,425
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Exact and Approximate Modeling of Linear Systems - A Behavioral Approach (Paperback, Illustrated Ed)
Series: Mathematical Modeling and Computation, No. 11
Expected to ship within 12 - 17 working days
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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.
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