Radial Basis Fuction Networks 1: Recent Developments in Theory and Applications - Couverture rigide

 
9783790813678: Radial Basis Fuction Networks 1: Recent Developments in Theory and Applications
Couverture rigide
ISBN 10 : 3790813672 ISBN 13 : 9783790813678
Editeur : Physica-Verlag GmbH & Co, 2001

Synopsis

The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of its rapid training and its desirable properties in classification and functional approximation applications. RBF network research has focused on enhanced training algorithms and variations on the basic architecture to improve the performance of the network. In addition, the RBF network is proving to be a valuable tool in a diverse range of application areas, for example, robotics, biomedical engineering, and the financial sector. The two volumes provide a comprehensive survey of the latest developments in this area. Volume 1 covers advances in training algorithms, variations on the architecture and function of the basis neurons, and hybrid paradigms, for example RBF learning using genetic algorithms. Both volumes will prove extremely useful to practitioners in the field, engineers, researchers and technically accomplished managers.

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Éditeur
Physica-Verlag GmbH & Co
Date d'édition
2001
Langue
anglais
ISBN 10 
3790813672
ISBN 13 
9783790813678
Reliure
Relié
Nombre de pages
318
Éditeur
J.Howlett Robert, C. Jain Lakhmi
Coordonnées du fabricant
non disponible
Personne responsable
non disponible