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.
| Version: | 0.99.1 |
| Depends: | R (≥ 3.0), methods, parallel |
| Published: | 2015-01-16 |
| Author: | Cristobal Fresno, Andrea S. Llera and Elmer A. Fernandez |
| Maintainer: | Cristobal Fresno <cfresno at bdmg.com.ar> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://www.bdmg.com.ar |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | anfis results |
| Reference manual: | anfis.pdf |
| Package source: | anfis_0.99.1.tar.gz |
| Windows binaries: | r-devel: anfis_0.99.1.zip, r-release: anfis_0.99.1.zip, r-oldrel: anfis_0.99.1.zip |
| OS X binaries: | r-release: anfis_0.99.1.tgz, r-oldrel: anfis_0.99.1.tgz |
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