Package: cmaesr 1.0.3
cmaesr: Covariance Matrix Adaptation Evolution Strategy
Pure R implementation of the Covariance Matrix Adaptation - Evolution Strategy (CMA-ES) with optional restarts (IPOP-CMA-ES).
Authors:
cmaesr_1.0.3.tar.gz
cmaesr_1.0.3.zip(r-4.5)cmaesr_1.0.3.zip(r-4.4)cmaesr_1.0.3.zip(r-4.3)
cmaesr_1.0.3.tgz(r-4.4-any)cmaesr_1.0.3.tgz(r-4.3-any)
cmaesr_1.0.3.tar.gz(r-4.5-noble)cmaesr_1.0.3.tar.gz(r-4.4-noble)
cmaesr_1.0.3.tgz(r-4.4-emscripten)cmaesr_1.0.3.tgz(r-4.3-emscripten)
cmaesr.pdf |cmaesr.html✨
cmaesr/json (API)
NEWS
| # Install 'cmaesr' in R: |
| install.packages('cmaesr', repos = c('https://jakobbossek.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jakobbossek/cmaesr/issues
Last updated 8 years agofrom:ca57705044. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 21 2024 |
| R-4.5-win | OK | Nov 21 2024 |
| R-4.5-linux | OK | Nov 21 2024 |
| R-4.4-win | OK | Nov 21 2024 |
| R-4.4-mac | OK | Nov 21 2024 |
| R-4.3-win | OK | Nov 21 2024 |
| R-4.3-mac | OK | Nov 21 2024 |
Exports:cmaesgetDefaultStoppingConditionsmakeMonitormakeSimpleMonitormakeStoppingConditionmakeVisualizingMonitorstopOnCondCovstopOnMaxEvalsstopOnMaxItersstopOnNoEffectAxisstopOnNoEffectCoordstopOnOptParamstopOnOptValuestopOnTimeBudgetstopOnTolX
Dependencies:backportsBBmisccheckmateclicolorspacedata.tablefansifarverfastmatchggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeParamHelperspillarpkgconfigR6RColorBrewerRcppRcppArmadillorlangscalessmooftibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Helper to call certain step function of a monitor. | callMonitor |
| Covariance-Matrix-Adaptation | cmaes |
| Return list of default stopping conditions. | getDefaultStoppingConditions |
| Factory method for monitor objects. | makeMonitor |
| Generator for simple monitor. | makeSimpleMonitor |
| Generate a stopping condition object. | makeStoppingCondition |
| Generator for visualizing monitor. | makeVisualizingMonitor |
| Stopping condition: high condition number. | stopOnCondCov |
| Stopping condition: maximal funtion evaluations. | stopOnMaxEvals |
| Stopping condition: maximal iterations. | stopOnMaxIters |
| Stopping condition: principal axis. | stopOnNoEffectAxis |
| Stopping condition: standard deviation in coordinates. | stopOnNoEffectCoord |
| Stopping condition: optimal params. | stopOnOptParam |
| Stopping condition: optimal objective value. | stopOnOptValue |
| Stopping condition: maximal time. | stopOnTimeBudget |
| Stopping condition: low standard deviation. | stopOnTolX |
