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.
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.