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PIVOŇKA, P., DOHNAL, J.
Originální název
On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm
Typ
článek v časopise - ostatní, Jost
Jazyk
angličtina
Originální abstrakt
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.
Klíčová slova
Levenberg-Marquardt, Back-propagation, Neural network, Training set
Autoři
Rok RIV
2004
Vydáno
25. 3. 2004
ISSN
1109-2777
Periodikum
WSEAS Transactions on Systems
Ročník
3
Číslo
2
Stát
Spojené státy americké
Strany od
381
Strany do
355
Strany počet
5
BibTex
@article{BUT41839, author="Petr {Pivoňka} and Jiří {Dohnal}", title="On-line Identification Based on Neural Networks using of Levenberg-Marquardt Method and Back-propagation Algorithm", journal="WSEAS Transactions on Systems", year="2004", volume="3", number="2", pages="381--355", issn="1109-2777" }