soma: General-Purpose Optimisation With the Self-Organising Migrating Algorithm

This package provides an R implementation of the Self-Organising Migrating Algorithm, a general-purpose, stochastic optimisation algorithm. The approach is similar to that of genetic algorithms, although it is based on the idea of a series of “migrations” by a fixed set of individuals, rather than the development of successive generations. It can be applied to any cost-minimisation problem with a bounded parameter space, and is robust to local minima.

Version: 1.1.1
Depends: R (≥ 2.5.0)
Imports: reportr
Published: 2014-11-25
Author: Jon Clayden; based on the work of Ivan Zelinka
Maintainer: Jon Clayden <code at clayden.org>
License: GPL-2
URL: https://github.com/jonclayden/soma/, http://www.ft.utb.cz/people/zelinka/soma/
NeedsCompilation: no
Materials: README NEWS
In views: Optimization
CRAN checks: soma results

Downloads:

Reference manual: soma.pdf
Package source: soma_1.1.1.tar.gz
Windows binaries: r-devel: soma_1.1.1.zip, r-release: soma_1.1.1.zip, r-oldrel: soma_1.1.1.zip
OS X Snow Leopard binaries: r-release: soma_1.1.1.tgz, r-oldrel: soma_1.1.1.tgz
OS X Mavericks binaries: r-release: soma_1.1.1.tgz
Old sources: soma archive

Reverse dependencies:

Reverse imports: hybridEnsemble