Detail publikace

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

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

Originální název

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

Typ

kapitola v knize

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova v angličtině

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

Autoři

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

Rok RIV

2002

Vydáno

7. 7. 2002

Nakladatel

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

Místo

http://www.worldses.org

ISBN

960-8052-64-5

Kniha

Recent Advances in Circuits, Systems and Signal Processing

Edice

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

Strany od

250

Strany do

253

Strany počet

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"
}