anfis: Adaptive Neuro Fuzzy Inference System in R

The package implements ANFIS Type 3 Takagi and Sugeno's fuzzy if-then rule network with the following features: (1) Independent number of membership functions(MF) for each input, and also different MF extensible types. (2) Type 3 Takagi and Sugeno's fuzzy if-then rule (3) Full Rule combinations, e.g. 2 inputs 2 membership funtions -> 4 fuzzy rules (4) Hibrid learning, i.e. Descent Gradient for precedents and Least Squares Estimation for consequents (5) Multiple outputs.

AuthorCristobal Fresno, Andrea S. Llera and Elmer A. Fernandez
Date of publication2015-01-16 16:22:46
MaintainerCristobal Fresno <cfresno@bdmg.com.ar>
LicenseGPL (>= 2)
Version0.99.1
http://www.bdmg.com.ar

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