Acquisition Functions¶

Base¶

Abstract base class for acquisition functions (infill criteria).

`saealib.ExpectedImprovement`	Expected Improvement (EI) acquisition function.
`saealib.LowerConfidenceBound`	Lower Confidence Bound (LCB) acquisition function.
`saealib.MaxUncertainty`	Acquisition function that maximizes predictive uncertainty (exploration).
`saealib.MeanPrediction`	Acquisition function based on predicted mean value (exploitation).
`saealib.ProbabilityOfFeasibility`	Probability of Feasibility (PoF) acquisition function.