NewFisFusion: Create object of class "Fis" to be used in data fusion

In GeoFIS: Spatial Data Processing for Decision Making

Create object of class "Fis" to be used in data fusion

Description

Function to create object of class Fis to be used in AggregFis

Usage

NewFisFusion(
  fis_name,
  input_names,
  input_granularities,
  output_name,
  output_conclusions
)

Arguments

fis_name	character vector, The name of the Fis
input_names	character vector, The Fis inputs names
input_granularities	integer vector, The granularity (number of membership functions) for each Fis input (granularity must be in range [2, 5])
output_name	character vector, The name of the Fis output
output_conclusions	numeric or character vector, The conclusions of the rules in the Fis the rules are generated according to the granularity of each input, in the lexicographic order of inputs Mfs (prod(input_granularities) rules are generated) if numeric vector, a crisp output FisOutCrisp will be added to the Fis (all output conclusions must be be in range [0, 1]) if character vector, a fuzzy output FisOutFuzzy will be added to the Fis, the output_conclusions contains the labels of Mfs in the fuzzy output (labels defined on FusionLabel) the length of output_conclusions must be equal to the number of generated rules.

Value

Fis object

See Also

Aggregation using linguistic rules

GeoFIS documentation built on Oct. 5, 2022, 5:06 p.m.