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.
Reihe
Sprache
Verlagsort
Zielgruppe
Für höhere Schule und Studium
Für Beruf und Forschung
ISBN-13
978-981-02-3645-8 (9789810236458)
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Schweitzer Klassifikation
Autor*in
Twente University of Technology, the Netherlands
University of South Australia
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.
