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Cover: 9783540513230 | Deterministic Identification of Dynamical Systems | Christiaan Heij
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Deterministic Identification of Dynamical Systems
Taschenbuch von Christiaan Heij
Sprache: Englisch

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Beschreibung
In deterministic identification the identified system is determined on the basis of a complexity measure of models and a misfit measure of models with respect to data. The choice of these measures and corresponding notions of optimality depend on the objectives of modelling. In this monograph, the cases of exact modelling, model reduction and approximate modelling are investigated. For the case of exact modelling a procedure is presented which is inspired by objectives of simplicity and corroboration. This procedure also gives a new solution for the partial realization problem. Further, appealing measures of complexity and distance for linear systems are defined and explicit numerical expressions are derived. A simple and new procedure for approximating a given system by one of less complexity is described. Finally, procedures and algorithms for deterministic time series analysis are presented. The procedures and algorithms are illustrated by simple examples and by numerical simulations.
In deterministic identification the identified system is determined on the basis of a complexity measure of models and a misfit measure of models with respect to data. The choice of these measures and corresponding notions of optimality depend on the objectives of modelling. In this monograph, the cases of exact modelling, model reduction and approximate modelling are investigated. For the case of exact modelling a procedure is presented which is inspired by objectives of simplicity and corroboration. This procedure also gives a new solution for the partial realization problem. Further, appealing measures of complexity and distance for linear systems are defined and explicit numerical expressions are derived. A simple and new procedure for approximating a given system by one of less complexity is described. Finally, procedures and algorithms for deterministic time series analysis are presented. The procedures and algorithms are illustrated by simple examples and by numerical simulations.
Inhaltsverzeichnis
Deterministic modelling.- Exact modelling.- Model approximation.- Approximate modelling.- Conclusions.
Details
Erscheinungsjahr: 1989
Fachbereich: Nachrichtentechnik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Lecture Notes in Control and Information Sciences
Inhalt: vi
295 S.
6 s/w Illustr.
295 p. 6 illus.
ISBN-13: 9783540513230
ISBN-10: 354051323X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Heij, Christiaan
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Lecture Notes in Control and Information Sciences
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 244 x 170 x 17 mm
Von/Mit: Christiaan Heij
Erscheinungsdatum: 31.08.1989
Gewicht: 0,528 kg
Artikel-ID: 102142644
Inhaltsverzeichnis
Deterministic modelling.- Exact modelling.- Model approximation.- Approximate modelling.- Conclusions.
Details
Erscheinungsjahr: 1989
Fachbereich: Nachrichtentechnik
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Reihe: Lecture Notes in Control and Information Sciences
Inhalt: vi
295 S.
6 s/w Illustr.
295 p. 6 illus.
ISBN-13: 9783540513230
ISBN-10: 354051323X
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Heij, Christiaan
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Lecture Notes in Control and Information Sciences
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 244 x 170 x 17 mm
Von/Mit: Christiaan Heij
Erscheinungsdatum: 31.08.1989
Gewicht: 0,528 kg
Artikel-ID: 102142644
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