Package: soma 1.2.0
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.
Authors:
soma_1.2.0.tar.gz
soma_1.2.0.zip(r-4.5)soma_1.2.0.zip(r-4.4)soma_1.2.0.zip(r-4.3)
soma_1.2.0.tgz(r-4.4-any)soma_1.2.0.tgz(r-4.3-any)
soma_1.2.0.tar.gz(r-4.5-noble)soma_1.2.0.tar.gz(r-4.4-noble)
soma_1.2.0.tgz(r-4.4-emscripten)soma_1.2.0.tgz(r-4.3-emscripten)
soma.pdf |soma.html✨
soma/json (API)
NEWS
| # Install 'soma' in R: |
| install.packages('soma', repos = c('https://jonclayden.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jonclayden/soma/issues
Last updated 3 years agofrom:9623ddb394. Checks:7 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Jan 23 2025 |
| R-4.5-win | OK | Jan 23 2025 |
| R-4.5-linux | OK | Jan 23 2025 |
| R-4.4-win | OK | Jan 23 2025 |
| R-4.4-mac | OK | Jan 24 2025 |
| R-4.3-win | OK | Jan 23 2025 |
| R-4.3-mac | OK | Jan 23 2025 |
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Options for the available SOMA variants | all2one pareto soma.options t3a |
| The Self-Organising Migrating Algorithm | bounds plot.soma soma |
