System Identification Of Nonlinear Chaotic Signals: Using Neural Network Approach - Couverture souple

Dhoble, Sagar

 
9783659358746: System Identification Of Nonlinear Chaotic Signals: Using Neural Network Approach
Couverture souple
ISBN 10 : 3659358746 ISBN 13 : 9783659358746
Editeur : LAP LAMBERT Academic Publishing, 2013

Synopsis

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.

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2013
Langue
anglais
ISBN 10 
3659358746
ISBN 13 
9783659358746
Reliure
Broché
Nombre de pages
172
Coordonnées du fabricant
non disponible
Personne responsable
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