copulaedas: Estimation of Distribution Algorithms Based on Copulas
Version 1.4.2

Provides a platform where EDAs (estimation of distribution algorithms) based on copulas can be implemented and studied. The package offers complete implementations of various EDAs based on copulas and vines, a group of well-known optimization problems, and utility functions to study the performance of the algorithms. Newly developed EDAs can be easily integrated into the package by extending an S4 class with generic functions for their main components.

Browse man pages Browse package API and functions Browse package files

AuthorYasser Gonzalez-Fernandez [aut, cre], Marta Soto [aut]
Date of publication2015-10-23 01:29:20
MaintainerYasser Gonzalez-Fernandez <ygonzalezfernandez@gmail.com>
LicenseGPL (>= 2)
Version1.4.2
URL https://github.com/yasserglez/copulaedas
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("copulaedas")

Man pages

CEDA-class: Class for Copula EDAs
EDA-class: Base Class for EDAs
edaCriticalPopSize: Critical Population Size
edaIndepRuns: Independent Runs
edaOptimize: Local Optimization Methods
edaReplace: Replacement Methods
edaReport: Reporting Methods
EDAResult-class: Class for the Results of a Run of an EDA
EDAResults-class: Class for the Results of a Sequence of Runs of an EDA
edaRun: Main Loop of an EDA
edaSeed: Seeding Methods
edaSelect: Selection Methods
edaTerminate: Termination Methods
margins: Marginal Distributions
problems: Benchmark Problems
VEDA-class: Class for Vine EDAs

Functions

CEDA Man page Source code
CEDA-class Man page
EDA-class Man page
EDAResult-class Man page
EDAResults-class Man page
VEDA Man page Source code
VEDA-class Man page
edaCriticalPopSize Man page Source code
edaIndepRuns Man page Source code
edaLearn Man page
edaLearn,CEDA-method Man page
edaLearn,VEDA-method Man page
edaLearnCEDA Man page Source code
edaLearnVEDA Man page Source code
edaOptimize Man page
edaOptimize,EDA-method Man page
edaOptimizeDisabled Man page Source code
edaReplace Man page
edaReplace,EDA-method Man page
edaReplaceComplete Man page Source code
edaReplaceRTR Man page Source code
edaReport Man page
edaReport,EDA-method Man page
edaReportCombined Man page Source code
edaReportDisabled Man page Source code
edaReportDumpPop Man page Source code
edaReportDumpSelectedPop Man page Source code
edaReportSimple Man page Source code
edaRun Man page Source code
edaSample Man page
edaSample,CEDA-method Man page
edaSample,VEDA-method Man page
edaSampleCEDA Man page Source code
edaSampleVEDA Man page Source code
edaSeed Man page
edaSeed,EDA-method Man page
edaSeedUniform Man page Source code
edaSelect Man page
edaSelect,EDA-method Man page
edaSelectTournament Man page Source code
edaSelectTruncation Man page Source code
edaTerminate Man page
edaTerminate,EDA-method Man page
edaTerminateCombined Man page Source code
edaTerminateEval Man page Source code
edaTerminateEvalStdDev Man page Source code
edaTerminateMaxEvals Man page Source code
edaTerminateMaxGen Man page Source code
fAckley Man page Source code
fGriewank Man page Source code
fRastrigin Man page Source code
fRosenbrock Man page Source code
fSphere Man page Source code
fSummationCancellation Man page Source code
fkernel Man page Source code
fnorm Man page Source code
ftrunckernel Man page Source code
ftruncnorm Man page Source code
pkernel Man page Source code
ptrunckernel Man page Source code
qkernel Man page Source code
qtrunckernel Man page Source code
show,EDA-method Man page
show,EDAResult-method Man page
show,EDAResults-method Man page
showEDA Source code
showEDAResult Source code
showEDAResults Source code
summary,EDAResults-method Man page
summaryEDAResults Source code
tryPopSize Source code

Files

inst
inst/CITATION
NAMESPACE
NEWS
R
R/edaReplace.R
R/edaRun.R
R/VEDA.R
R/edaReport.R
R/edaSeed.R
R/problems.R
R/edaIndepRuns.R
R/EDA.R
R/CEDA.R
R/margins.R
R/edaOptimize.R
R/edaCriticalPopSize.R
R/edaSelect.R
R/edaTerminate.R
MD5
DESCRIPTION
man
man/edaIndepRuns.Rd
man/problems.Rd
man/edaTerminate.Rd
man/edaReport.Rd
man/edaSeed.Rd
man/VEDA-class.Rd
man/EDAResults-class.Rd
man/EDAResult-class.Rd
man/edaOptimize.Rd
man/edaCriticalPopSize.Rd
man/edaRun.Rd
man/CEDA-class.Rd
man/edaReplace.Rd
man/edaSelect.Rd
man/margins.Rd
man/EDA-class.Rd
copulaedas documentation built on May 19, 2017, 4:36 p.m.