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.

Getting started

Package details

AuthorCristobal Fresno, Andrea S. Llera and Elmer A. Fernandez
MaintainerCristobal Fresno <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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anfis documentation built on May 2, 2019, 2:38 a.m.