Deterministic Identification of Dynamical Systems

Name: Deterministic Identification of Dynamical Systems
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540513230
Price: 275.89 RON
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Autor: Christiaan Heij

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Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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In deterministic identification the identified system is determined on the basis of a complexity mea...

Informații despre carte

Autor

Christiaan Heij

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

1989

Pagini

295

EAN

9783540513230

ISBN

354051323X

Enbook ID

02645788

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

528

Dimensiuni

170 x 244 x 17

Descriere completă

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.

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Deterministic Identification of Dynamical Systems

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