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.

Getting started

Package details

AuthorJon Clayden; based on the work of Ivan Zelinka
MaintainerJon Clayden <[email protected]>
Package repositoryView on CRAN
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soma documentation built on May 2, 2019, 6:46 a.m.