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

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.

Author
Alexandre Bujard <alexandre.bujard@gmail.com>
Date of publication
2012-08-08 13:29:39
Maintainer
Alexandre Bujard <alexandre.bujard@gmail.com>
License
GPL (>= 2.0)
Version
0.1.2

View on CRAN

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.

Files in this package

fugeR
fugeR/MD5
fugeR/src
fugeR/src/Makevars.win
fugeR/src/Makevars
fugeR/src/cfuzzifyVar.h
fugeR/src/cfuzzifyVar.cpp
fugeR/src/cdefuzzify.h
fugeR/src/cdefuzzify.cpp
fugeR/src/cbinaryPerformance.h
fugeR/src/cbinaryPerformance.cpp
fugeR/R
fugeR/R/fugeR.summary.R
fugeR/R/fugeR.sfRun.R
fugeR/R/fugeR.save.R
fugeR/R/fugeR.run.R
fugeR/R/fugeR.R
fugeR/R/fugeR.predict.R
fugeR/R/fugeR.load.R
fugeR/R/fugeR.init.R
fugeR/R/fugeR.fuzzify.R
fugeR/R/fugeR.functionC.R
fugeR/R/fugeR.evo.R
fugeR/R/fugeR.evaluate.R
fugeR/R/fugeR.evalFitness.R
fugeR/R/fugeR.defuzzify.R
fugeR/R/fugeR.constructFuzzyFromChromosome.R
fugeR/R/fugeR.calcFitness.R
fugeR/R/fugeR-package.R
fugeR/NAMESPACE
fugeR/man
fugeR/man/fugeR.summary.Rd
fugeR/man/fugeR.sfRun.Rd
fugeR/man/fugeR.save.Rd
fugeR/man/fugeR.run.Rd
fugeR/man/fugeR.predict.Rd
fugeR/man/fugeR.load.Rd
fugeR/man/fugeR-package.Rd
fugeR/DESCRIPTION