Exploration objective

The objective is to learn the global behaviour of a target variable by exploring regions with maximal uncertainty.

name (str)

The name of the objective.

Default: "objective"

variable (str)

The name of a single-output variable that specifies the objective value.

Default: The first variable in the list of all variables.

penalize_boundaries (bool)

If true, the uncertainty is penalized by a small distance to the domain boundary.

Default: false

min_uncertainty (float)

The study is stopped if the uncertainty (square root of variance) of the objective at the last 5 sampling points was below min_uncertainty.

Default: 0.0