jonclayden/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.

Getting started

Package details

AuthorJon Clayden
MaintainerJon Clayden <code@clayden.org>
LicenseGPL-2
Version1.2.0
URL https://github.com/jonclayden/soma/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("jonclayden/soma")
jonclayden/soma documentation built on May 8, 2022, 4:22 a.m.