Deterministic Identification of Dynamical Systems (Paperback, 1989 ed.)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Lecture Notes in Control and Information Sciences, 127
Release date:	August 1989
First published:	1989
Authors:	Christiaan Heij
Dimensions:	244 x 170 x 16mm (L x W x T)
Format:	Paperback
Pages:	295
Edition:	1989 ed.
ISBN-13:	978-3-540-51323-0
Categories:	Books > Science & Mathematics > Mathematics > Probability & statistics
LSN:	3-540-51323-X
Barcode:	9783540513230

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