Bookcover of Modeling of Artificial Neural Networks using Evolutionary Algorithms
Booktitle:

Modeling of Artificial Neural Networks using Evolutionary Algorithms

Evolutionary Computations

LAP LAMBERT Academic Publishing (2016-06-17 )

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ISBN-13:

978-3-659-89643-9

ISBN-10:
3659896438
EAN:
9783659896439
Book language:
English
Blurb/Shorttext:
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.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
G. V. R. Sagar
Number of pages:
200
Published on:
2016-06-17
Stock:
Available
Category:
Education, Occupation, Career
Price:
64.90 €
Keywords:
ANOVA, CROSSOVER, Evolutionary Algorithms, mutation, Neural Network, Connection weight, Feed-Forward Architectures, RMS, Tournament Selection

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