Radial Basis Function Networks 1: Recent Developments in Theory and Applications Lakhmi C. Jain

ISBN: 9783790824827

Published: October 21st 2010

Paperback

318 pages


Description

Radial Basis Function Networks 1: Recent Developments in Theory and Applications  by  Lakhmi C. Jain

Radial Basis Function Networks 1: Recent Developments in Theory and Applications by Lakhmi C. Jain
October 21st 2010 | Paperback | PDF, EPUB, FB2, DjVu, AUDIO, mp3, ZIP | 318 pages | ISBN: 9783790824827 | 3.34 Mb

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 onMoreThe 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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