branin {bbotk} | R Documentation |
Branin Function
Description
Classic 2-D Branin function with noise branin(x1, x2, noise)
and Branin function with fidelity parameter branin_wu(x1, x2, fidelity)
.
Usage
branin(x1, x2, noise = 0)
branin_wu(x1, x2, fidelity)
Arguments
x1 |
( |
x2 |
( |
noise |
( |
fidelity |
( |
Value
numeric()
Source
Wu J, Toscano-Palmerin S, Frazier PI, Wilson AG (2019). “Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning.” 1903.04703.
Examples
branin(x1 = 12, x2 = 2, noise = 0.05)
branin_wu(x1 = 12, x2 = 2, fidelity = 1)
[Package bbotk version 1.0.1 Index]