| 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 |