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cmaesr (version 1.0.3)

Covariance Matrix Adaptation Evolution Strategy

Description

Pure R implementation of the Covariance Matrix Adaptation - Evolution Strategy (CMA-ES) with optional restarts (IPOP-CMA-ES).

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Version

Install

install.packages('cmaesr')

Monthly Downloads

939

Version

1.0.3

License

BSD_2_clause + file LICENSE

Issues

4

Pull Requests

0

Stars

9

Forks

2

Maintainer

Jakob Bossek

Last Published

December 4th, 2016

Functions in cmaesr (1.0.3)

getDefaultStoppingConditions

Return list of default stopping conditions.
stopOnMaxEvals

Stopping condition: maximal funtion evaluations.
stopOnTimeBudget

Stopping condition: maximal time.
stopOnMaxIters

Stopping condition: maximal iterations.
stopOnTolX

Stopping condition: low standard deviation.
makeVisualizingMonitor

Generator for visualizing monitor.
stopOnCondCov

Stopping condition: high condition number.
stopOnOptParam

Stopping condition: optimal params.
stopOnOptValue

Stopping condition: optimal objective value.
callMonitor

Helper to call certain step function of a monitor.
cmaes

Covariance-Matrix-Adaptation
makeMonitor

Factory method for monitor objects.
stopOnNoEffectAxis

Stopping condition: principal axis.
stopOnNoEffectCoord

Stopping condition: standard deviation in coordinates.
makeSimpleMonitor

Generator for simple monitor.
makeStoppingCondition

Generate a stopping condition object.