SMED_GP: SMED using Gaussian process models

Description Usage Arguments Value Examples

Description

SMED using Gaussian process models

Usage

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SMED_GP(f, p, n0 = 10, n = 10, GP.package = "", opt.method = "genoud",
  contour.fit = 0, continue.option = F)

Arguments

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

Value

X design matrix and Y function values

Examples

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SMED_GP(f=TestFunctions::banana, p=2, n0=20, n=10, GP.package='laGP')

CollinErickson/SMED-Code documentation built on May 6, 2019, 12:27 p.m.