crit.aei |
Create an infill criterion. |
crit.cb |
Create an infill criterion. |
crit.cb1 |
Create an infill criterion. |
crit.cb2 |
Create an infill criterion. |
crit.dib1 |
Create an infill criterion. |
crit.ei |
Create an infill criterion. |
crit.eqi |
Create an infill criterion. |
crit.mr |
Create an infill criterion. |
crit.se |
Create an infill criterion. |
error_handling |
Error handling for mlrMBO |
exampleRun |
Perform an mbo run on a test function and and visualize what happens. |
exampleRunMultiObj |
Perform an MBO run on a multi-objective test function and and visualize what happens. |
finalizeSMBO |
Finalizes the SMBO Optimization |
getGlobalOpt |
Helper function which returns the (estimated) global optimum. |
getMBOInfillCrit |
Get properties of MBO infill criterion. |
getMBOInfillCritComponents |
Get properties of MBO infill criterion. |
getMBOInfillCritId |
Get properties of MBO infill criterion. |
getMBOInfillCritName |
Get properties of MBO infill criterion. |
getMBOInfillCritParam |
Get properties of MBO infill criterion. |
getMBOInfillCritParams |
Get properties of MBO infill criterion. |
getSupportedInfillOptFunctions |
Get names of supported infill-criteria optimizers. |
getSupportedMultipointInfillOptFunctions |
Get names of supported multi-point infill-criteria optimizers. |
hasRequiresInfillCritStandardError |
Get properties of MBO infill criterion. |
infillcrits |
Infill criteria. |
initCrit |
Initialize an MBO infill criterion. |
initSMBO |
Initialize a manual sequential MBO run. |
makeMBOControl |
Set MBO options. |
makeMBOInfillCrit |
Create an infill criterion. |
makeMBOInfillCritAdaCB |
Infill criteria. |
makeMBOInfillCritAEI |
Infill criteria. |
makeMBOInfillCritCB |
Infill criteria. |
makeMBOInfillCritDIB |
Infill criteria. |
makeMBOInfillCritEI |
Infill criteria. |
makeMBOInfillCritEQI |
Infill criteria. |
makeMBOInfillCritMeanResponse |
Infill criteria. |
makeMBOInfillCritStandardError |
Infill criteria. |
makeMBOLearner |
Generate default learner. |
makeMBOTrafoFunction |
Create a transformation function for MBOExampleRun. |
mbo |
Optimizes a function with sequential model based optimization. |
mboContinue |
Continues an mbo run from a save-file. |
MBOControl |
Set MBO options. |
mboFinalize |
Finalizes an mbo run from a save-file. |
MBOInfillCrit |
Create an infill criterion. |
MBOMultiObjResult |
Multi-Objective result object. |
MBOSingleObjResult |
Single-Objective result object. |
mbo_default_learner |
Generate default learner. |
mbo_OptPath |
OptPath in mlrMBO |
mbo_parallel |
Parallelization in mlrMBO |
mlrMBO_examples |
mlrMBO examples |
OptProblem |
OptProblem object. |
OptResult |
OptResult object. |
OptState |
OptState object. |
plot.MBOMultiObjResult |
MBO Result Plotting |
plot.MBOSingleObjResult |
MBO Result Plotting |
plot.OptState |
Generate ggplot2 Object |
plotExampleRun |
Renders plots for exampleRun objects and displays them. |
plotMBOResult |
MBO Result Plotting |
print.MBOControl |
Print mbo control object. |
proposePoints |
Propose candidates for the objective function |
renderExampleRunPlot |
Renders plots for exampleRun objects, either in 1D or 2D, or exampleRunMultiObj objects. |
setMBOControlInfill |
Extends mbo control object with infill criteria and infill optimizer options. |
setMBOControlMultiObj |
Set multi-objective options. |
setMBOControlMultiPoint |
Set multipoint proposal options. |
setMBOControlTermination |
Set termination options. |
trafoLog |
Transformation methods. |
trafos |
Transformation methods. |
trafoSqrt |
Transformation methods. |
updateSMBO |
Updates SMBO with the new observations |