Detail publikačního výsledku

The Using of Neural Networks in Identification

DOHNAL, J., PIVOŇKA, P.

Originální název

The Using of Neural Networks in Identification

Anglický název

The Using of Neural Networks in Identification

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

Process identification is of great significance in adaptive control. In addition to classical method of the continuous identification (least squares method) can be applied to other methods. Among these there is application of the neural networks by means of which the sought parameters can by determined. The most frequently used learning algorithms are backpropagation and the Marquardt – Levenberg method, which this article is dealing with.

Anglický abstrakt

Process identification is of great significance in adaptive control. In addition to classical method of the continuous identification (least squares method) can be applied to other methods. Among these there is application of the neural networks by means of which the sought parameters can by determined. The most frequently used learning algorithms are backpropagation and the Marquardt – Levenberg method, which this article is dealing with.

Klíčová slova

Least square method , Backpropagation method, Marquardt – Levenberg method, Neural network

Klíčová slova v angličtině

Least square method , Backpropagation method, Marquardt – Levenberg method, Neural network

Autoři

DOHNAL, J., PIVOŇKA, P.

Rok RIV

2011

Vydáno

01.06.2003

Místo

Brno

ISBN

80-214-2411-7

Kniha

Mendel 2003

Strany od

168

Strany počet

5

BibTex

@inproceedings{BUT8004,
  author="Jiří {Dohnal} and Petr {Pivoňka}",
  title="The Using of Neural Networks in Identification",
  booktitle="Mendel 2003",
  year="2003",
  pages="5",
  address="Brno",
  isbn="80-214-2411-7"
}