copulaedas: Estimation of Distribution Algorithms Based on Copulas

This package provides a platform where Estimation of Distribution Algorithms (EDAs) based on copulas can be implemented and studied. It contains complete implementations of various EDAs based on copulas and vines, and it also offers the possibility of implementing new algorithms. EDAs are implemented using S4 classes with generic functions for its main parts: seeding, selection, learning, sampling, replacement, local optimization, termination, and reporting. The package also provides a group of well-known benchmark problems and utility functions to study the behavior of EDAs.

Version: 1.4.1
Depends: methods
Imports: copula, vines (≥ 1.1.0), mvtnorm, truncnorm
Suggests: cec2005benchmark, cec2013
Published: 2014-06-21
Author: Yasser Gonzalez-Fernandez [aut, cre], Marta Soto [aut]
Maintainer: Yasser Gonzalez-Fernandez <ygonzalezfernandez at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/ygf/copulaedas
NeedsCompilation: yes
Citation: copulaedas citation info
Materials: NEWS
CRAN checks: copulaedas results

Downloads:

Reference manual: copulaedas.pdf
Package source: copulaedas_1.4.1.tar.gz
Windows binaries: r-devel: copulaedas_1.4.1.zip, r-release: copulaedas_1.4.1.zip, r-oldrel: copulaedas_1.4.1.zip
OS X Snow Leopard binaries: r-release: copulaedas_1.4.1.tgz, r-oldrel: copulaedas_1.4.1.tgz
OS X Mavericks binaries: r-release: not available
Old sources: copulaedas archive