Publication detail

The Choice of Patterns in Training Set for Neural On-line Identification

VYCHODIL, H., PIVOŇKA, P., KRUPANSKÝ, P.

Original Title

The Choice of Patterns in Training Set for Neural On-line Identification

Type

book chapter

Language

English

Original Abstract

The paper deals with on-line system identification for adaptive controller construction. The problem of an increasing number of data for neural network learning is solved by the choice of patterns in the training set based on the distance between patterns in the space of regressive model state vectors. Furthermore, the choice of scale to set this distance is considered. The objective is minimization of empirical approaches to allow for automation and wide application.

Key words in English

artificial neural nets, adaptive neural controller, neural identification, choice of patterns

Authors

VYCHODIL, H., PIVOŇKA, P., KRUPANSKÝ, P.

RIV year

2002

Released

7. 7. 2002

Publisher

Published by WSES Press, http://www.worldses.org

Location

http://www.worldses.org

ISBN

960-8052-64-5

Book

Recent Advances in Circuits, Systems and Signal Processing

Edition

Electrical and Computer Engineering Series - A series of Reference Books and Textbooks

Pages from

250

Pages to

253

Pages count

4

BibTex

@inbook{BUT54954,
  author="Hynek {Vychodil} and Petr {Pivoňka} and Petr {Krupanský}",
  title="The Choice of Patterns in Training Set for Neural On-line Identification",
  booktitle="Recent Advances in Circuits, Systems and Signal Processing",
  year="2002",
  publisher="Published by WSES Press, http://www.worldses.org",
  address="http://www.worldses.org",
  series="Electrical and Computer Engineering Series -
A series of Reference Books and Textbooks",
  pages="4",
  isbn="960-8052-64-5"
}