Radial Basis Function Networks 1

Name: Radial Basis Function Networks 1
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783790813678
Price: 149.29 EUR
Availability: InStock

Recent Developments in Theory and Applications

Autor: Robert J. Howlett, Lakhmi C. Jain

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Dostupnosť: Skladom u dodávateľa

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149.29 €

The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of...

Informácie o knihe

Autor

Robert J. Howlett, Lakhmi C. Jain

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2001

Stránok

318

EAN

9783790813678

ISBN

3790813672

Enbook ID

01737795

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

1440

Rozmery

155 x 235 x 23

Kompletný popis

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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Radial Basis Function Networks 1

Recent Developments in Theory and Applications

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