trieste.objectives.multifidelity_objectives

This module contains synthetic multi-fidelity objective functions, useful for experimentation.

Module Contents

class SingleObjectiveMultifidelityTestProblem

Bases: trieste.objectives.single_objectives.SingleObjectiveTestProblem[trieste.space.SearchSpaceType]

Convenience container class for synthetic single-objective test functions, including the global minimizers and minimum.

num_fidelities: int

The number of fidelities of test function

fidelity_search_space: trieste.space.TaggedProductSearchSpace

The search space including fidelities