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System Identification Of Nonlinear Chaotic Signals: Using Neural Network Approach - Tapa blanda

Dhoble, Sagar

 
9783659358746: System Identification Of Nonlinear Chaotic Signals: Using Neural Network Approach
Tapa blanda
ISBN 10: 3659358746 ISBN 13: 9783659358746
Editorial: LAP LAMBERT Academic Publishing, 2013

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

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.

Biografía del autor

Born in India(Yavatmal) in 1987, Mr. Sagar Dhoble completed Bachelor of Engineer in Electronics and Telecommunication at Amaravati University in 2009. After graduation I joined Tata Teleservices Limited as BSS Engineer in September 2009, till date. This year I have taken Admission in Master of Technology (Electronics).

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2013
Idioma
Inglés
ISBN 10 
3659358746
ISBN 13 
9783659358746
Encuadernación
Tapa blanda
Número de páginas
172
Contacto del fabricante
no disponible
Persona responsable
no disponible