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Society for Industrial and Applied Mathematics (SIAM) Exact and Approximate Modeling of Linear Systems: A Behavioral Approach: 11 (Monographs on Mathematical Modeling and Computation, Series Number 11)

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Description

Exact and Approximate Modeling of Linear Systems: A Behavioral Approach elegantly introduces the behavioral 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.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
31 January 2006
Listed Since
19 February 2007

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