Neural network training using genetic algorithms
Author(s)
Bibliographic Information
Neural network training using genetic algorithms
（Series in machine perception and artificial intelligence / editors, H. Bunke, P.S.P. Wang, vol. 26）
World Scientific, c1996
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Description and Table of Contents
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.
Table of Contents
- 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.
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