Modeling of Artificial Neural Networks using Evolutionary Algorithms

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64,90 

Evolutionary Computations

ISBN: 3659896438
ISBN 13: 9783659896439
Autor: Sagar, G V R
Verlag: LAP LAMBERT Academic Publishing
Umfang: 200 S.
Erscheinungsdatum: 22.06.2016
Auflage: 1/2016
Format: 1.3 x 22 x 15
Gewicht: 316 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 9556156 Kategorie:

Beschreibung

This book is designed for Electronics and Computer Science graduate, post graduate students and research scholars. This book provides different optimization algorithms for learning the Artificial Neural Network (ANN) Architecture and connection weights using Evolutionary process on feed-forward networks. Here, it is provided the mathematical model for Evolutionary ANN. It also provides time complexity on different selection methods and their statistical models was generated. Finally a comparative analysis were also made on different parameters.

Autorenporträt

Dr G.Venkata Ramana SAGAR received his Ph.D.,degree in Artificial Neural Networks from JNTUH and working as Associate Professor with 40 publications. He has been doing research in VLSI field on real time audio codec's using System On Chip(SOC). He has also completed project titled 'Audio & Video processing System On Chip' sanctioned by UGC, India.

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