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.

Version: 1.4.3
Depends: methods
Imports: copula, vines, mvtnorm, truncnorm
Suggests: cec2005benchmark, cec2013
Published: 2018-07-29
DOI: 10.32614/CRAN.package.copulaedas
Author: Yasser Gonzalez-Fernandez [aut, cre], Marta Soto [aut]
Maintainer: Yasser Gonzalez-Fernandez <ygonzalezfernandez at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
Citation: copulaedas citation info
Materials: NEWS
In views: Optimization
CRAN checks: copulaedas results


Reference manual: copulaedas.pdf


Package source: copulaedas_1.4.3.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): copulaedas_1.4.3.tgz, r-oldrel (arm64): copulaedas_1.4.3.tgz, r-release (x86_64): copulaedas_1.4.3.tgz, r-oldrel (x86_64): copulaedas_1.4.3.tgz
Old sources: copulaedas archive


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