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

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: 1.2.0
Depends: R (≥ 2.5.0)
Imports: reportr (≥ 1.3.0)
Suggests: tinytest, covr, shades
Published: 2022-05-02
DOI: 10.32614/CRAN.package.soma
Author: Jon Clayden
Maintainer: Jon Clayden <code at clayden.org>
License: GPL-2
URL: https://github.com/jonclayden/soma/
NeedsCompilation: no
Materials: README NEWS
In views: Optimization
CRAN checks: soma results

Documentation:

Reference manual: soma.pdf

Downloads:

Package source: soma_1.2.0.tar.gz
Windows binaries: r-devel: soma_1.2.0.zip, r-release: soma_1.2.0.zip, r-oldrel: soma_1.2.0.zip
macOS binaries: r-release (arm64): soma_1.2.0.tgz, r-oldrel (arm64): soma_1.2.0.tgz, r-release (x86_64): soma_1.2.0.tgz, r-oldrel (x86_64): soma_1.2.0.tgz
Old sources: soma archive

Reverse dependencies:

Reverse imports: calibrar
Reverse suggests: MSCMT

Linking:

Please use the canonical form https://CRAN.R-project.org/package=soma to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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