branin {bbotk}R Documentation

Branin Function

Description

Augmented 2-D Branin function with fidelity parameter.

Usage

branin(xs)

Arguments

xs

List with the input for a single point (e.g. list(x1 = 1, x2 = 2, fidelity = 0.5)).

Value

list(1)

Source

Wu J, Toscano-Palmerin S, Frazier PI, Wilson AG (2019). “Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning.” 1903.04703.

Examples

branin(list(x1 = 12, x2 = 2, fidelity = 1))
[Package bbotk version 0.5.3 Index]