A mended hybrid learning algorithm for radial basis function neural networks to improve generalization capability

A fuzzy hybrid learning algorithm for ra

A fuzzy hybrid learning algorithm for radial basis function neural network with application in human face recognition

✍ Javad Haddadnia; Karim Faez; Majid Ahmadi 📂 Article 📅 2003 🏛 Elsevier Science 🌐 English ⚖ 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