regF_gen: Creates the regression function for the mean

In MuFiMeshGP: Multi-Fidelity Emulator for Computer Experiments with Tunable Fidelity Levels

Creates the regression function for the mean

Description

Creates the regression function for the GP mean.

Usage

regF_gen(trend.dim, trend.pol, interaction, l, d)

Arguments

trend.dim	which dimension should the trend follow: "input", "fidelity", or "both".
trend.pol	Which polynomial degree should the input mean trend have: "linear" or "quadratic".
interaction	polynomial degree of the interaction between input trend and fidelity trend of: NULL, "linear", or "quadratic". "linear" or "quadratic".
l	convergence rate parameter, usually l = 4.
d	input space dimension

Value

a function

MuFiMeshGP documentation built on Sept. 1, 2025, 5:09 p.m.