mlrMBO Control

Functions for setting and manipulating the mlrMBO Control Object.

Set MBO options.

Extends mbo control object with infill criteria and infill optimizer options.

Set multi-objective options.

Set multipoint proposal options.

Set termination options.

Start MBO

How to start and continue MBO runs.

Continues an mbo run from a save-file.

Finalizes an mbo run from a save-file.

Parallelization in mlrMBO

Optimizes a function with sequential model based optimization.

mlrMBO examples

Infill Criteria

Infill Criteria and Functions to generate and interact with Infill Criteria.

Get properties of MBO infill criterion.

Infill criteria.

Initialize an MBO infill criterion.

Create an infill criterion.

Extends mbo control object with infill criteria and infill optimizer options.

MBO Results

Understanding the results.

Multi-Objective result object.

OptPath in mlrMBO

Single-Objective result object.

MBO Result Plotting

Example Runs

Visualize MBO runs using Example Runs.

Perform an MBO run on a multi-objective test function and and visualize what happens.

Perform an mbo run on a test function and and visualize what happens.

Renders plots for exampleRun objects and displays them.

Renders plots for exampleRun objects, either in 1D or 2D, or

Other

Error handling for mlrMBO

Helper function which returns the (estimated) global optimum.

Get names of supported infill-criteria optimizers.

Get names of supported multipoint infill-criteria optimizers.

Generate default learner.

Create a transformation function for MBOExampleRun.

OptProblem object.

OptResult object.

OptState object.

Print mbo control object.

Transformation methods.