Description Usage Arguments Value Examples
SMED using Gaussian process models
1 2 | SMED_GP(f, p, n0 = 10, n = 10, GP.package = "", opt.method = "genoud",
contour.fit = 0, continue.option = F)
|
f |
Function |
p |
# of dimensions |
n0 |
Number of initial points from LHS |
n |
Number of points to select. |
GP.package |
R package to use for GP |
opt.method |
Optimization method, either 'genoud' or 'LHS |
contour.fit |
How often to refit contour plot |
continue.option |
Whether option to continue should be given |
X design matrix and Y function values
1 | SMED_GP(f=TestFunctions::banana, p=2, n0=20, n=10, GP.package='laGP')
|
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