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Hierarchical hybrid fuzzy-neural networks for approximation with mixed input variables

โœ Scribed by Di Wang; Xiao-Jun Zeng; John A. Keane


Book ID
113814896
Publisher
Elsevier Science
Year
2007
Tongue
English
Weight
474 KB
Volume
70
Category
Article
ISSN
0925-2312

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This paper presents a fuzzy hybrid learning algorithm (FHLA) for the radial basis function neural network (RBFNN). The method determines the number of hidden neurons in the RBFNN structure by using cluster validity indices with majority rule while the characteristics of the hidden neurons are initia