fis.builder: TSK FIS builder

In FuzzyR: Fuzzy Logic Toolkit for R

Description

To build a one-output TSK FIS by automatically generating the input membership functions and the fuzzy rules

Usage

fis.builder(
  x.range,
  input.num,
  input.mf.num,
  input.mf.type,
  rule.num = prod(input.mf.num),
  rule.which = NULL,
  defuzzMethod = "default",
  params.ante,
  params.conse
)

Arguments

x.range	a vector/matrix as the range of input(s)
input.num	the number of inputs
input.mf.num	a list of the number of membership functions for all inputs
input.mf.type	designed for different membershp function types, however, currently, 'T1' for gbellmf, else 'it2gbellmf'
rule.num	the number of rules
rule.which	selected rules to be used in the full rule list, for example, c(1,2,3) specify the first three rules
defuzzMethod	"default"
params.ante	parameter settings for initialising antecedent membership functions
params.conse	parameter settings for initialising consequent membership functions

Author(s)

Chao Chen

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