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

Dhoble, Sagar

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

Inhaltsangabe

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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Über die Autorin bzw. den 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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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3659358746
ISBN 13 
9783659358746
Einband
Taschenbuch
Anzahl der Seiten
172
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

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Riga
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