About: Exact and approximate modeling of linear systems, a behavioral approach

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An Entity of Type : rdac:C10001, within Data Space : data.idref.fr associated with source document(s)

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type	frbr:Work rdac:C10001
Author	Van Huffel, Sabine Willems, Jan (1939-2013) Markovsky, Ivan (19..-....) De Moor, Bart (1960-....)
dc:subject	Approximation, Théorie de l' Méthodes statistiques Systèmes linéaires -- Solutions numériques
preferred label	Exact and approximate modeling of linear systems, a behavioral approach
Subject	http://www.idref.fr/027545555/id http://www.idref.fr/077058976/id http://www.idref.fr/027282716/id
dc:title	Exact and approximate modeling of linear systems, a behavioral approach
note	This title 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.
dc:type	Text
http://iflastandar...bd/elements/P1001	http://iflastandards.info/ns/isbd/terms/contentform/T1009
rdaw:P10219	2006
has content type	http://rdaregistry.info/termList/RDAContentType/1020
is primary topic of	http://www.idref.fr/270898654
is rdam:P30135 of	http://www.sudoc.fr/190759542/id http://www.sudoc.fr/109264606/id

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