Learn R Programming

copulaedas (version 1.4.3)

Estimation of Distribution Algorithms Based on Copulas

Description

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.

Copy Link

Version

Install

install.packages('copulaedas')

Monthly Downloads

60

Version

1.4.3

License

GPL (>= 2)

Issues

Pull Requests

Stars

Forks

Maintainer

Yasser GonzalezFernandez

Last Published

July 29th, 2018

Functions in copulaedas (1.4.3)

margins

Marginal Distributions
edaTerminate

Termination Methods
problems

Benchmark Problems
edaOptimize

Local Optimization Methods
edaSeed

Seeding Methods
EDAResults-class

Class for the Results of a Sequence of Runs of an EDA
EDA-class

Base Class for EDAs
edaCriticalPopSize

Critical Population Size
VEDA-class

Class for Vine EDAs
CEDA-class

Class for Copula EDAs
edaRun

Main Loop of an EDA
edaIndepRuns

Independent Runs
edaReplace

Replacement Methods
edaReport

Reporting Methods
EDAResult-class

Class for the Results of a Run of an EDA
edaSelect

Selection Methods