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

Dhoble, Sagar

 
9783659358746: System Identification Of Nonlinear Chaotic Signals: Using Neural Network Approach
Brossura
ISBN 10: 3659358746 ISBN 13: 9783659358746
Casa editrice: LAP LAMBERT Academic Publishing, 2013

Sinossi

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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L'autore

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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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2013
Lingua
Inglese
ISBN 10 
3659358746
ISBN 13 
9783659358746
Rilegatura
Copertina flessibile
Numero di pagine
172
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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