Function reference • mlrMBO

mlrMBO Control Functions for setting and manipulating the mlrMBO Control Object.
`makeMBOControl()`	Set MBO options.
`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.
Start MBO How to start and continue MBO runs.
`mbo()`	Optimizes a function with sequential model based optimization.
`mboContinue()`	Continues an mbo run from a save-file.
`mboFinalize()`	Finalizes an mbo run from a save-file.
`mbo_parallel`	Parallelization in mlrMBO
`mlrMBO_examples`	mlrMBO examples
Human in the loop MBO Controlling sequential manual MBO
`initSMBO()`	Initialize a manual sequential MBO run.
`proposePoints()`	Propose candidates for the objective function
`updateSMBO()`	Updates SMBO with the new observations
`finalizeSMBO()`	Finalizes the SMBO Optimization
`plot(<OptState>)`	Generate ggplot2 Object
Infill Criteria Infill Criteria and Functions to generate and interact with Infill Criteria.
`setMBOControlInfill()`	Extends mbo control object with infill criteria and infill optimizer options.
`makeMBOInfillCritMeanResponse()` `makeMBOInfillCritStandardError()` `makeMBOInfillCritEI()` `makeMBOInfillCritCB()` `makeMBOInfillCritAEI()` `makeMBOInfillCritEQI()` `makeMBOInfillCritDIB()` `makeMBOInfillCritAdaCB()`	Infill criteria.
`makeMBOInfillCrit()`	Create an infill criterion.
`getMBOInfillCritParams()` `getMBOInfillCritParam()` `getMBOInfillCritName()` `getMBOInfillCritId()` `hasRequiresInfillCritStandardError()` `getMBOInfillCritComponents()`	Get properties of MBO infill criterion.
`initCrit()`	Initialize an MBO infill criterion.
MBO Results Understanding the results.
`MBOMultiObjResult`	Multi-Objective result object.
`MBOSingleObjResult`	Single-Objective result object.
`mbo_OptPath`	OptPath in mlrMBO
`plot(<MBOSingleObjResult>)` `plot(<MBOMultiObjResult>)`	MBO Result Plotting
Example Runs Visualize MBO runs using Example Runs.
`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.
`plotExampleRun()`	Renders plots for exampleRun objects and displays them.
`renderExampleRunPlot()`	Renders plots for exampleRun objects, either in 1D or 2D, or exampleRunMultiObj objects.
Other
`error_handling`	Error handling for mlrMBO
`getGlobalOpt()`	Helper function which returns the (estimated) global optimum.
`getSupportedInfillOptFunctions()`	Get names of supported infill-criteria optimizers.
`getSupportedMultipointInfillOptFunctions()`	Get names of supported multi-point infill-criteria optimizers.
`makeMBOLearner()`	Generate default learner.
`makeMBOTrafoFunction()`	Create a transformation function for MBOExampleRun.
`OptProblem`	OptProblem object.
`OptResult`	OptResult object.
`OptState`	OptState object.
`print(<MBOControl>)`	Print mbo control object.
`trafoLog()` `trafoSqrt()`	Transformation methods.

Reference

mlrMBO Control

Start MBO

Human in the loop MBO

Infill Criteria

MBO Results

Example Runs

Other