oi_async: Syntactic Sugar for Asynchronous Optimization Instance...
In bbotk: Black-Box Optimization Toolkit

oi_async

R Documentation

Syntactic Sugar for Asynchronous Optimization Instance Construction

Function to construct an OptimInstanceAsyncSingleCrit and OptimInstanceAsyncMultiCrit.

oi_async(
  objective,
  search_space = NULL,
  terminator,
  check_values = FALSE,
  callbacks = NULL,
  rush = NULL
)

`objective`	(Objective) Objective function.
`search_space`	(paradox::ParamSet) Specifies the search space for the Optimizer. The paradox::ParamSet describes either a subset of the `domain` of the Objective or it describes a set of parameters together with a `trafo` function that transforms values from the search space to values of the domain. Depending on the context, this value defaults to the domain of the objective.
`terminator`	Terminator Termination criterion.
`check_values`	(`logical(1)`) Should points before the evaluation and the results be checked for validity?
`callbacks`	(list of mlr3misc::Callback) List of callbacks.
`rush`	(`Rush`) If a rush instance is supplied, the tuning runs without batches.