Changelog • mlrMBO

Documentation fixes
Bugfix: Fix CRAN warnings.

plot.OptState() now supports multiple categorical variables.
crit.aei works with wrapped learners.
Documentation fixes
mbo() can be called without control object.
Bugfix: MOIMBO works with integers

Bugfix: plot(opt.state) now also works for Param Sets with transformations.
Bugfix: Infill optimization with CMAES now supports restarts.

Adaptive infill criterions. Infill criterions now have to support an progress argument. Termination criterions now can supply a progress return value.
Fix for parEGO + EI (Issue #407)
save.on.disk now can take arbitrary numeric vectors to specify iterations, when to save on disk.
Spelling mistakes for infill criterions will now be cought. (Issue #417)

makeMBOControl() has on.surrogate.error argument which enables random proposals if the surrogate model fails.
With initSMBO(), updateSMBO() and finalizeSMBO() it is now possible to do a human-in-the-loop MBO.
The result now contains the final.opt.state.
Plot method for OptState objects.

Fixed bug in focus search that affected discrete search spaces.
Numerics will be auto converted to integers where integers are expected.
Package can now be cited with citation("mlrMBO").

Initial CRAN release