FuzzyStatProb: Fuzzy Stationary Probabilities from a Sequence of Observations of an Unknown Markov Chain

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An implementation of a method for computing fuzzy numbers representing stationary probabilities of an unknown Markov chain, from which a sequence of observations along time has been obtained. The algorithm is based on the proposal presented by James Buckley in his book on Fuzzy probabilities (Springer, 2005), chapter 6. Package 'FuzzyNumbers' is used to represent the output probabilities.

Author
Author: Pablo J. Villacorta <pjvi@decsai.ugr.es>
Date of publication
2016-07-30 18:56:01
Maintainer
Pablo J. Villacorta <pjvi@decsai.ugr.es>
License
LGPL (>= 3)
Version
2.0.2
URLs

View on CRAN

Man pages

fuzzyStationaryProb
Fuzzy stationary probabilities of Markov chains from...
robotMatrix
Transition matrix of a Markov chain that guides the movement...

Files in this package

FuzzyStatProb
FuzzyStatProb/inst
FuzzyStatProb/inst/CITATION
FuzzyStatProb/inst/doc
FuzzyStatProb/inst/doc/FuzzyStatProb.pdf
FuzzyStatProb/inst/doc/FuzzyStatProb.pdf.asis
FuzzyStatProb/NAMESPACE
FuzzyStatProb/data
FuzzyStatProb/data/robotMatrix.RData
FuzzyStatProb/R
FuzzyStatProb/R/FuzzyStatProb-package.R
FuzzyStatProb/R/fuzzyStatObj.R
FuzzyStatProb/R/initial-pop.R
FuzzyStatProb/R/objective-fn.R
FuzzyStatProb/R/memb-fn-reg.R
FuzzyStatProb/R/main.R
FuzzyStatProb/vignettes
FuzzyStatProb/vignettes/FuzzyStatProb.pdf.asis
FuzzyStatProb/MD5
FuzzyStatProb/build
FuzzyStatProb/build/vignette.rds
FuzzyStatProb/DESCRIPTION
FuzzyStatProb/man
FuzzyStatProb/man/robotMatrix.Rd
FuzzyStatProb/man/fuzzyStationaryProb.Rd