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A new hybrid methodology for cooperative-coevolutionary optimization of radial basis function networks

โœ Scribed by A. J. Rivera; I. Rojas; J. Ortega; M. J. del Jesus


Book ID
106169044
Publisher
Springer
Year
2006
Tongue
English
Weight
438 KB
Volume
11
Category
Article
ISSN
1432-7643

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A fuzzy hybrid learning algorithm for ra
โœ Javad Haddadnia; Karim Faez; Majid Ahmadi ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 706 KB

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