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: | 1.1.0 |
| Depends: | R (≥ 2.5.0) |
| Imports: | reportr |
| Published: | 2011-07-28 |
| Author: | Jon Clayden; based on the work of Ivan Zelinka |
| Maintainer: | Jon Clayden <jon.clayden+soma at gmail.com> |
| License: | GPL-2 (see file LICENCE) |
| URL: | http://www.ft.utb.cz/people/zelinka/soma/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | Optimization |
| CRAN checks: | soma results |
| Reference manual: | soma.pdf |
| Package source: | soma_1.1.0.tar.gz |
| Windows binaries: | r-devel: soma_1.1.0.zip, r-release: soma_1.1.0.zip, r-oldrel: soma_1.1.0.zip |
| OS X Snow Leopard binaries: | r-release: soma_1.1.0.tgz, r-oldrel: soma_1.1.0.tgz |
| OS X Mavericks binaries: | r-release: soma_1.1.0.tgz |
| Old sources: | soma archive |
| Reverse imports: | hybridEnsemble |