Other packages > Find by keyword >

soma  

General-Purpose Optimisation with the Self-Organising Migrating Algorithm
View on CRAN: Click here


Download and install soma package within the R console
Install from CRAN:
install.packages("soma")

Install from Github:
library("remotes")
install_github("cran/soma")

Install by package version:
library("remotes")
install_version("soma", "1.2.0")



Attach the package and use:
library("soma")
Maintained by
Jon Clayden
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-12-13
Latest Update: 2022-05-02
Description:
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.
How to cite:
Jon Clayden (2010). soma: General-Purpose Optimisation with the Self-Organising Migrating Algorithm. R package version 1.2.0, https://cran.r-project.org/web/packages/soma. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0.0 (2010-12-13 19:44), 1.1.0 (2011-07-28 19:54), 1.1.1 (2014-11-25 09:48)
Other packages that cited soma R package
View soma citation profile
Other R packages that soma depends, imports, suggests or enhances
Complete documentation for soma
Functions, R codes and Examples using the soma R package
Some associated functions: soma . soma.options . 
Some associated R codes: soma.R .  Full soma package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA