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.

Getting started

Package details

AuthorYasser Gonzalez-Fernandez [aut, cre], Marta Soto [aut]
MaintainerYasser Gonzalez-Fernandez <[email protected]>
LicenseGPL (>= 2)
Version1.4.3
URL https://github.com/yasserglez/copulaedas
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("copulaedas")

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copulaedas documentation built on July 29, 2018, 5:01 p.m.