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.
Package details |
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Author | Jon Clayden |
Maintainer | Jon Clayden <code@clayden.org> |
License | GPL-2 |
Version | 1.2.0 |
URL | https://github.com/jonclayden/soma/ |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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