Publication Details

System Time Coefficients Identification by Constructive Gradient Neural Network

ONDRÁČEK Tomáš and ZBOŘIL František V.. System Time Coefficients Identification by Constructive Gradient Neural Network. In: ASIS 2005. Ostrava, 2005, pp. 29-36. ISBN 80-86840-16-6.

Czech title

Identifikace časových koeficientů pomocí CGNN

Type

conference paper

Language

english

Authors

Ondráček Tomáš, Ing., Ph.D. (DITS FIT BUT)
Zbořil František V., doc. Ing., CSc. (DITS FIT BUT)

Keywords

Constructive Gradient Neural Network, Back-Propagation neural network

Abstract

An identification of nonlinear dynamic systems is one of the actual problems of a control technology. One way of the identification is possibility to obtain time coefficients of system with known transfer function. The possibility of Constructive Gradient Neural Network application for system time coefficient identification and the comparison with Back- Propagation neural network application are described in this paper.

Published

2005

Pages

29-36

Proceedings

ASIS 2005

Conference

ASIS 2005 - 27th International Autumn Colloquium - Advanced Simulation of Systems, Přerov, CZ

ISBN

80-86840-16-6

Place

Ostrava, CZ

BibTeX

@INPROCEEDINGS{FITPUB7853,
   author = "Tom\'{a}\v{s} Ondr\'{a}\v{c}ek and V. Franti\v{s}ek Zbo\v{r}il",
   title = "System Time Coefficients Identification by Constructive Gradient Neural Network",
   pages = "29--36",
   booktitle = "ASIS 2005",
   year = 2005,
   location = "Ostrava, CZ",
   ISBN = "80-86840-16-6",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7853"
}