Package: libcmaesr 0.1.0
libcmaesr: R Interface to 'libcmaes'
A lightweight interface to the 'libcmaes' C++ library for the Covariance Matrix Adaptation Evolution Strategy (CMA-ES). CMA-ES is a state-of-the-art evolutionary algorithm for the optimization of difficult non-linear, non-convex black-box functions, as described in Hansen and Ostermeier (2001) <doi:10.1162/106365601750190398>. Supports the active, separable, and VD (diagonal plus rank-one covariance) variants of the algorithm as well as the IPOP (increasing population size) and BIPOP (bi-population) restart strategies. A patched copy of 'libcmaes' (LGPL >= 3) is bundled; see the COPYRIGHTS file for details.
Authors:
libcmaesr_0.1.0.tar.gz
libcmaesr_0.1.0.zip(r-4.7-x86_64)libcmaesr_0.1.0.zip(r-4.7-arm64)libcmaesr_0.1.0.zip(r-4.6-x86_64)libcmaesr_0.1.0.zip(r-4.6-arm64)libcmaesr_0.1.0.zip(r-4.5-x86_64)
libcmaesr_0.1.0.tgz(r-4.6-x86_64)libcmaesr_0.1.0.tgz(r-4.6-arm64)libcmaesr_0.1.0.tgz(r-4.5-x86_64)libcmaesr_0.1.0.tgz(r-4.5-arm64)
libcmaesr_0.1.0.tar.gz(r-4.7-arm64)libcmaesr_0.1.0.tar.gz(r-4.7-x86_64)libcmaesr_0.1.0.tar.gz(r-4.6-arm64)libcmaesr_0.1.0.tar.gz(r-4.6-x86_64)
libcmaesr_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
libcmaesr/json (API)
| # Install 'libcmaesr' in R: |
| install.packages('libcmaesr', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mlr-org/libcmaesr/issues
Pkgdown/docs site:https://libcmaesr.mlr-org.com
Last updated from:cebf7ebc0b (on v0.1.0). Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 192 | ||
| linux-devel-x86_64 | OK | 223 | ||
| source / vignettes | OK | 266 | ||
| linux-release-arm64 | OK | 181 | ||
| linux-release-x86_64 | OK | 214 | ||
| macos-release-arm64 | OK | 201 | ||
| macos-release-x86_64 | OK | 653 | ||
| macos-oldrel-arm64 | OK | 142 | ||
| macos-oldrel-x86_64 | OK | 498 | ||
| windows-devel-arm64 | OK | 352 | ||
| windows-devel-x86_64 | OK | 281 | ||
| windows-release-arm64 | OK | 329 | ||
| windows-release-x86_64 | OK | 247 | ||
| windows-oldrel-x86_64 | OK | 159 | ||
| wasm-release | OK | 166 |
Exports:cmaescmaes_algoscmaes_control
Dependencies:backportscheckmateclidata.tabledigestmlr3miscR6RcppRcppEigen
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| libcmaesr: R Interface to 'libcmaes' | libcmaesr-package libcmaesr |
| Covariance Matrix Adaptation Evolution Strategy | cmaes |
| CMAES Algorithm Names | cmaes_algos |
| CMA-ES Control Object | cmaes_control |