Man pages for mlrMBO
Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions
| error_handling | Error handling for mlrMBO |
| exampleRun | Perform an mbo run on a test function and and visualize what... |
| exampleRunMultiObj | Perform an MBO run on a multi-objective test function and and... |
| finalizeSMBO | Finalizes the SMBO Optimization |
| getGlobalOpt | Helper function which returns the (estimated) global optimum. |
| getMBOInfillCrit | Get properties of MBO infill criterion. |
| getSupportedInfillOptFunctions | Get names of supported infill-criteria optimizers. |
| getSupportedMultipointInfillOptFunctions | Get names of supported multi-point infill-criteria... |
| infillcrits | Infill criteria. |
| initCrit | Initialize an MBO infill criterion. |
| initSMBO | Initialize a manual sequential MBO run. |
| makeMBOControl | Set MBO options. |
| makeMBOLearner | Generate default learner. |
| makeMBOTrafoFunction | Create a transformation function for MBOExampleRun. |
| mbo | Optimizes a function with sequential model based... |
| mboContinue | Continues an mbo run from a save-file. |
| mboFinalize | Finalizes an mbo run from a save-file. |
| MBOInfillCrit | Create an infill criterion. |
| MBOMultiObjResult | Multi-Objective result object. |
| mbo_OptPath | OptPath in mlrMBO |
| mbo_parallel | Parallelization in mlrMBO |
| MBOSingleObjResult | Single-Objective result object. |
| mlrMBO_examples | mlrMBO examples |
| OptProblem | OptProblem object. |
| OptResult | OptResult object. |
| OptState | OptState object. |
| plotExampleRun | Renders plots for exampleRun objects and displays them. |
| plotMBOResult | MBO Result Plotting |
| plot.OptState | Generate ggplot2 Object |
| 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... |
| setMBOControlInfill | Extends mbo control object with infill criteria and infill... |
| setMBOControlMultiObj | Set multi-objective options. |
| setMBOControlMultiPoint | Set multipoint proposal options. |
| setMBOControlTermination | Set termination options. |
| trafos | Transformation methods. |
| updateSMBO | Updates SMBO with the new observations |
