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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
Version
1.0.3
1.0.2
1.0.1
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Install
install.packages('cmaesr')
Monthly Downloads
1,106
Version
1.0.3
License
BSD_2_clause + file LICENSE
Issues
4
Pull Requests
0
Stars
8
Forks
2
Repository
https://github.com/jakobbossek/cmaesr
Maintainer
Jakob Bossek
Last Published
December 4th, 2016
Functions in cmaesr (1.0.3)
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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.