Publication detail

On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm

DOHNAL, J.

Original Title

On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm

Type

conference paper

Language

English

Original Abstract

In order to be able to control a system by means of an automatically adaptable controller, we have to adjust its parameters to the changes taking place in the system. For this purpose a number of methods have been developed. A frequently used identification method is the least-squares method, but we are limited by the choice of the suitable sampling period. The neural network seems to be a desirable solution because of its adaptation characteristics. Among the most used learning algorithms belong the Levenberg- Marquardt and back-propagation.

Keywords

Levenberg- Marquardt, Back-propagation, Neural network, Training set

Authors

DOHNAL, J.

RIV year

2004

Released

3. 1. 2004

Publisher

WSEAS

Location

Udine, Italy

ISBN

960-8052-96-3

Book

Neural Networks and Applications

Pages from

1

Pages to

5

Pages count

5

BibTex

@inproceedings{BUT11265,
  author="Jiří {Dohnal}",
  title="On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm",
  booktitle="Neural Networks and Applications",
  year="2004",
  pages="5",
  publisher="WSEAS",
  address="Udine, Italy",
  isbn="960-8052-96-3"
}