Optimization Instance with budget and archiveSource:
Automatic storing of results in an Archive after evaluation.
Automatic checking for termination. Evaluations of design points are performed in batches. Before a batch is evaluated, the Terminator is queried for the remaining budget. If the available budget is exhausted, an exception is raised, and no further evaluations can be performed from this point on.
(transformed) x part of the result in the domain space of the objective.
Creates a new instance of this R6 class.
Specifies the search space for the Optimizer. The paradox::ParamSet describes either a subset of the
domainof the Objective or it describes a set of parameters together with a
trafofunction 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.
bestevaluations in archive?
Should x-values that are added to the archive be checked for validity? Search space that is logged into archive.
(list of mlr3misc::Callback)
List of callbacks.
The Optimizer object writes the best found points and estimated performance values here (probably the Pareto set / front). For internal use.
Set of untransformed points / points from the search space. One point per row, e.g.
data.table(x1 = c(1, 3), x2 = c(2, 4)). Column names have to match ids of the
xdtcan contain additional columns.
Optimal outcomes, e.g. the Pareto front.