Modeling of Artificial Neural Networks using Evolutionary Algorithms | Evolutionary Computations

G. V. R. Sagar

ISBN 10: 3659896438 / ISBN 13: 9783659896439

Published by LAP LAMBERT Academic Publishing, 2016

About this Item

Modeling of Artificial Neural Networks using Evolutionary Algorithms | Evolutionary Computations | G. V. R. Sagar | Taschenbuch | 200 S. | Englisch | 2016 | LAP LAMBERT Academic Publishing | EAN 9783659896439 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu.

Seller Inventory # 103671630

Bibliographic Details

• Title: Modeling of Artificial Neural Networks using Evolutionary Algorithms | Evolutionary Computations
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2016
• Language: English
• ISBN 10: 3659896438
• ISBN 13: 9783659896439
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 13D millimeters 220 millimeters width by 150 millimeters height by 13 millimeters depth
• Weight: 316 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.

About the Author

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.