copulaedas: Estimation of Distribution Algorithms Based on Copulas

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.

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
https://github.com/yasserglez/copulaedas

View on CRAN

Functions

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.