fugeR: FUzzy GEnetic, a machine learning algorithm to construct prediction model based on fuzzy logic.
Version 0.1.2

This is an evolutionary algorithm for fuzzy systems, a genetic algorithm is used to construct a fuzzy system able to fit the given training data. This fuzzy system can then be used as a prediction model, it's composed of fuzzy logic rules that provide a good lingustic representation.

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AuthorAlexandre Bujard <alexandre.bujard@gmail.com>
Date of publication2012-08-08 13:29:39
MaintainerAlexandre Bujard <alexandre.bujard@gmail.com>
LicenseGPL (>= 2.0)
Version0.1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("fugeR")

Man pages

fugeR.load: Load a fuzzy system.
fugeR-package: FUzzy GEnetic, a machine learning algorithm to construct...
fugeR.predict: Compute the prediction of a fuzzy system for the given input...
fugeR.run: R based Fuzzy logic evolutionary algorithm...
fugeR.save: Save a fuzzy system into a file.
fugeR.sfRun: The parallel version of fugeR...
fugeR.summary: Summarize a fuzzy system.

Functions

cbinaryPerformance Source code
cdefuzzify Source code
cfuzzifyVar Source code
fugeR Source code
fugeR-package Man page
fugeR.calcFitness Source code
fugeR.constructFuzzyFromChromosome Source code
fugeR.defuzzify Source code
fugeR.evalFitness Source code
fugeR.evaluate Source code
fugeR.evo Source code
fugeR.fuzzify Source code
fugeR.load Man page Source code
fugeR.predict Man page Source code
fugeR.run Man page Source code
fugeR.save Man page Source code
fugeR.sfRun Man page Source code
fugeR.summary Man page Source code

Files

MD5
src
src/Makevars.win
src/Makevars
src/cfuzzifyVar.h
src/cfuzzifyVar.cpp
src/cdefuzzify.h
src/cdefuzzify.cpp
src/cbinaryPerformance.h
src/cbinaryPerformance.cpp
R
R/fugeR.summary.R
R/fugeR.sfRun.R
R/fugeR.save.R
R/fugeR.run.R
R/fugeR.R
R/fugeR.predict.R
R/fugeR.load.R
R/fugeR.init.R
R/fugeR.fuzzify.R
R/fugeR.functionC.R
R/fugeR.evo.R
R/fugeR.evaluate.R
R/fugeR.evalFitness.R
R/fugeR.defuzzify.R
R/fugeR.constructFuzzyFromChromosome.R
R/fugeR.calcFitness.R
R/fugeR-package.R
NAMESPACE
man
man/fugeR.summary.Rd
man/fugeR.sfRun.Rd
man/fugeR.save.Rd
man/fugeR.run.Rd
man/fugeR.predict.Rd
man/fugeR.load.Rd
man/fugeR-package.Rd
DESCRIPTION
fugeR documentation built on May 19, 2017, 10:32 a.m.