Fuzzy rough granular neural networks, fuzzy granules, and classification

We introduce a fuzzy rough granular neural network (FRGNN) model based on the multilayer perceptron using a back-propagation algorithm for the fuzzy classification of patterns. We provide the development strategy of the network mainly based upon the input vector, initial connection weights determine...

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Veröffentlicht in:	Theoretical computer science 2011-09, Vol.412 (42), p.5834-5853
Hauptverfasser:	Ganivada, Avatharam, Dutta, Soumitra, Pal, Sankar K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Fuzzy Fuzzy granules Fuzzy logic Fuzzy pattern classification Fuzzy set theory Fuzzy tolerance relation Granular computing Granular materials Mathematical analysis Mathematical models Neural networks Rule-based neural networks Vectors (mathematics)
Online-Zugang:	Volltext
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