anfis.builder: ANFIS model builder

In FuzzyR: Fuzzy Logic Toolkit for R

Description

To build an ANFIS model from an existing FIS model

Usage

anfis.builder(fis)

Arguments

fis	A fuzzy inference system model initialised by newfis.

Value

An ANFIS model

Author(s)

Chao Chen

References

[1] C. Chen, R. John, J. Twycross, and J. M. Garibaldi, “An extended ANFIS architecture and its learning properties for type-1 and interval type-2 models,” in Proceedings IEEE International Conference on Fuzzy Systems, 2016, pp. 602–609.
doi: 10.1109/FUZZ-IEEE.2016.7737742

[2] C. Chen, R. John, J. Twycross, and J. M. Garibaldi, “Type-1 and interval type-2 ANFIS: a comparison,” in Proceedings IEEE International Conference on Fuzzy Systems, 2017, pp. 1–6.
doi: 10.1109/FUZZ-IEEE.2017.8015555

Examples

fis <- anfis.tipper()
anfis <- anfis.builder(fis)

Example output

FuzzyR documentation built on May 19, 2021, 9:06 a.m.