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Könyv Radial Basis Function Networks 1 Lakhmi C. Jain

Radial Basis Function Networks 1

Recent Developments in Theory and Applications

Szerző: Lakhmi C. Jain
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
57 690 Ft
The Radial Basis Function (RBF) neural network has gained in popularity over recent years because of...

Információk a könyvről

Szerző
Lakhmi C. Jain
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2010
oldal
318
EAN
9783790824827
ISBN
3790824828
Enbook ID
01738148
Kiadó
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Súly
516
Méretek
155 x 235 x 19

Teljes leírás

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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