Covariance Matrix Adaptation Evolution Strategy


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Documentation for package ‘cmaesr’ version 1.0.3

Help Pages

callMonitor Helper to call certain step function of a monitor.
cmaes Covariance-Matrix-Adaptation
getDefaultStoppingConditions Return list of default stopping conditions.
makeMonitor Factory method for monitor objects.
makeSimpleMonitor Generator for simple monitor.
makeStoppingCondition Generate a stopping condition object.
makeVisualizingMonitor Generator for visualizing monitor.
stopOnCondCov Stopping condition: high condition number.
stopOnMaxEvals Stopping condition: maximal funtion evaluations.
stopOnMaxIters Stopping condition: maximal iterations.
stopOnNoEffectAxis Stopping condition: principal axis.
stopOnNoEffectCoord Stopping condition: standard deviation in coordinates.
stopOnOptParam Stopping condition: optimal params.
stopOnOptValue Stopping condition: optimal objective value.
stopOnTimeBudget Stopping condition: maximal time.
stopOnTolX Stopping condition: low standard deviation.