piglot.optimisers.botorch.bayes.default_acquisition

default_acquisition(composite: bool, multi_objective: bool, noisy: bool, q: int) → str

Return the default acquisition function for the given optimisation problem.

Parameters

compositebool, optional

Whether the optimisation problem is a composition.

multi_objectivebool, optional

Whether the optimisation problem is multi-objective.

noisybool, optional

Whether the optimisation problem is noisy.

qint, optional

Number of candidates to generate.

Returns

str

Name of the default acquisition function.