SACOBRA-package |
Self-adjusting Constrained Optimization with RBF Surrogates |
cobraInit |
Initial phase for SACOBRA optimizer |
cobraPhaseI |
Find a feasible solution. |
cobraPhaseII |
Improve the feasible solution by searching new infill points |
COP |
Constraint Optimization Problem Benchmark (G Function Suite) |
defaultCA |
Default settings for online whitening functionality |
defaultDebugRBF |
Default settings for debug visualization RBF (only for 'd==2') |
defaultEquMu |
Default settings for equality handling mechanism |
defaultMS |
Default settings for the model-selection part of SACOBRA. |
defaultRI |
Default settings for 'repairInfeasRI2' and 'repairChootinan'. |
defaultSAC |
Default settings for the SACOBRA part of SACOBRA. |
defaultTR |
Default settings for the trust-region part of COBRA. |
distLine |
Euclidean distance of 'x' to all 'xp' |
DRCL |
Distance Requirement Cycle, long version |
DRCS |
Distance Requirement Cycle, short version |
evalReal |
Evaluate new iterate on real function(s) |
forwardRescale |
Forward Rescaling |
getFbest |
Return best objective function value |
getXbest |
Return best feasible solution in original space |
intern.archive.env |
Archiving Environment |
interpRBF |
Apply the trained cubic, MQ or Gaussian RBF interpolation to new data for d>1. |
inverseRescale |
Inverse Rescaling |
multiCOBRA |
Perform multiple COBRA runs |
multiRunPlot |
Plot the results from multipe COBRA runs. |
multiRunPlot_2 |
Plot the results from multipe COBRA runs. |
plog |
Monotonic transform |
plogReverse |
Inverse of 'plog' |
predict.RBFinter |
Apply cubic or Gaussian or MQ RBF interpolation |
repairChootinan |
Repair an infeasible solution with the method of Chootinan. |
repairInfeasRI2 |
Repair an infeasible solution with the method RI2 |
rescaleWrapper |
Return a rescaled function |
SACOBRA |
Self-adjusting Constrained Optimization with RBF Surrogates |
setOpts |
Merge the options from a partial list and the default list |
startCobra |
Start COBRA (constraint-based optimization) phase I and/or phase II |
trainCubicRBF |
Fit cubic RBF interpolation to training data X for d>1. |
trainGaussRBF |
Fit Gaussian RBF model to training data for d>1. |
trainMQRBF |
Fit multiquadric RBF model to training data for d>1. |
trustRegion |
Performs trust region refinement |