Publication result detail

The Using of Neural Networks in Identification

DOHNAL, J., PIVOŇKA, P.

Original Title

The Using of Neural Networks in Identification

English Title

The Using of Neural Networks in Identification

Type

Paper in proceedings (conference paper)

Original Abstract

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.

English abstract

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.

Keywords

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

Key words in English

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

Authors

DOHNAL, J., PIVOŇKA, P.

RIV year

2011

Released

01.06.2003

Location

Brno

ISBN

80-214-2411-7

Book

Mendel 2003

Pages from

168

Pages count

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"
}