Acquisition Function Confidence Bound

Confidence Bound.

Parameters

• lambda (numeric(1))
  TODO DESCRIPTION and Reference

See also

Other Acquisition Function: AcqFunctionAEI, AcqFunctionEIPS, AcqFunctionEI, AcqFunctionSmsEgo, AcqFunction

Super classes

bbotk::Objective -> bbotk::ObjectiveRFunDt -> mlr3mbo::AcqFunction -> AcqFunctionCB

Methods

Public methods

• AcqFunctionCB$new()

• AcqFunctionCB$clone()

Inherited methods

• bbotk::Objective$eval()

• bbotk::Objective$format()

• bbotk::Objective$print()

• bbotk::ObjectiveRFunDt$eval_dt()

• bbotk::ObjectiveRFunDt$eval_many()

• mlr3mbo::AcqFunction$setup()

• mlr3mbo::AcqFunction$update()

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Method new()

Creates a new instance of this R6 class.

Usage

AcqFunctionCB$new(surrogate)

Arguments

surrogate

SurrogateSingleCrit.

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Method clone()

The objects of this class are cloneable with this method.

Usage

AcqFunctionCB$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.