METAHEURISTIC PROCEDURES FOR TRAINING NEURAL NETWORKS

ISBN 10: 0387334157 / ISBN 13: 9780387334158

Editore: Springer, 2006

Brand New Original US Edition. Customer service! Satisfaction Guaranteed. Codice articolo ASNT3-68696

Riassunto:

This book provides successful implementations of metaheuristic methods for neural network training. It is the first book to achieve this objective. Moreover, the basic principles and fundamental ideas given in the book will allow the readers to create successful training methods on their own. Overall, the book's aim is to provide a broad coverage of the concepts, methods, and tools of the important area of ANNs within the realm of continuous optimization.

Recensione:

From the reviews:

"The strength of the book is its clear motivation to bring a new breath from metaheuristics into training of neural networks and integrate both sub-disciplines for the purpose of better exploitation of artificial intelligence approaches. ... The most benefiting reader of this book will perhaps be those who research on modelling data with ANN faced with difficulty of robust mapping with classical training algorithms." (S. Gazioglu, Journal of the Operational Research Society, Vol. 58 (12), 2007)

Dati bibliografici

Titolo: METAHEURISTIC PROCEDURES FOR TRAINING NEURAL...
Casa editrice: Springer
Data di pubblicazione: 2006
Legatura: Rilegato
Condizione: New