anfis.builder {FuzzyR} | R Documentation |
ANFIS model builder
Description
To build an ANFIS model from an existing FIS model
Usage
anfis.builder(fis)
Arguments
fis |
A fuzzy inference system model initialised by |
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)
[Package FuzzyR version 2.3.2 Index]