Neural Network Training Using Genetic Algorithms
Will be published approx. on 1. November 1996
Book
Hardback
140 pages
978-981-02-2919-1 (ISBN)
Description
The use of genetic algorithms as a training method for neural networks is described in this book. After introducing neural networks and genetic algorithms, it gives a number of examples to demonstrate the use of the proposed techniques. Moreover, a comparison of the results with the back-propagation algorithm is made.
More details
Series
Language
English
Place of publication
Singapore
Singapore
Target group
College/higher education
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
ISBN-13
978-981-02-2919-1 (9789810229191)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Persons
Content
Artificial neural networks; genetic algorithms; mathematical foundations of genetic algorithms; genetic algorithms for neural network training; case studies; comparison of genetic algorithms with back-propagation.