Buchcover von System Identification Of Nonlinear Chaotic Signals
Buchtitel:

System Identification Of Nonlinear Chaotic Signals

Using Neural Network Approach

LAP LAMBERT Academic Publishing (06.03.2013 )

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ISBN-13:

978-3-659-35874-6

ISBN-10:
3659358746
EAN:
9783659358746
Buchsprache:
Englisch
Klappentext:
Selection of the topology of a neural network and correct parameters for the learning algorithm is a tedious task for designing an optimal artificial neural network, which is smaller, faster and with a better generalization performance. This book is my effort to mainly showcase the capability of time series prediction using neural network approach to predict complex Nonlinear datasets for forecasting. Experiments were carried out on Netflow series. It is observed that these problems exhibit a rich chaotic behavior and also leads to strange attractor. Multi-step ahead predictions have been carried out and the proposed neural network models have been optimized.
Verlag:
LAP LAMBERT Academic Publishing
Webseite:
https://www.lap-publishing.com/
von (Autor):
Sagar Dhoble
Seitenanzahl:
172
Veröffentlicht am:
06.03.2013
Lagerbestand:
Lieferbar
Kategorie:
Technik
Preis:
68,00 €
Stichworte:
system identification, Neural network approach, non linear chaotic signal, fundamental theory and application

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