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.

Author
Yasser Gonzalez-Fernandez [aut, cre], Marta Soto [aut]
Date of publication
2015-10-23 01:29:20
Maintainer
Yasser Gonzalez-Fernandez <ygonzalezfernandez@gmail.com>
License
GPL (>= 2)
Version
1.4.2
URLs

View on CRAN

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

Files in this package

copulaedas
copulaedas/inst
copulaedas/inst/CITATION
copulaedas/NAMESPACE
copulaedas/NEWS
copulaedas/R
copulaedas/R/edaReplace.R
copulaedas/R/edaRun.R
copulaedas/R/VEDA.R
copulaedas/R/edaReport.R
copulaedas/R/edaSeed.R
copulaedas/R/problems.R
copulaedas/R/edaIndepRuns.R
copulaedas/R/EDA.R
copulaedas/R/CEDA.R
copulaedas/R/margins.R
copulaedas/R/edaOptimize.R
copulaedas/R/edaCriticalPopSize.R
copulaedas/R/edaSelect.R
copulaedas/R/edaTerminate.R
copulaedas/MD5
copulaedas/DESCRIPTION
copulaedas/man
copulaedas/man/edaIndepRuns.Rd
copulaedas/man/problems.Rd
copulaedas/man/edaTerminate.Rd
copulaedas/man/edaReport.Rd
copulaedas/man/edaSeed.Rd
copulaedas/man/VEDA-class.Rd
copulaedas/man/EDAResults-class.Rd
copulaedas/man/EDAResult-class.Rd
copulaedas/man/edaOptimize.Rd
copulaedas/man/edaCriticalPopSize.Rd
copulaedas/man/edaRun.Rd
copulaedas/man/CEDA-class.Rd
copulaedas/man/edaReplace.Rd
copulaedas/man/edaSelect.Rd
copulaedas/man/margins.Rd
copulaedas/man/EDA-class.Rd