constrKriging-package: Constraint kriging models for various constraints types:...

In maatouk/constrKriging: Kriging with inequality constraints

Constraint kriging models for various constraints types: monotonicity, boundaries and convexity.

Description

Build constrained kriging models, with prediction, simulation and plot features.

Details

Package:	constrKriging
Type:	Package
Version:	1.0
Date:	2015-02-19
License:	What license is it under?

Author(s)

Hassan Maatouk, Yann Richet, Olivier Roustant Maintainer: Hassan Maatouk <[e-mail]>

References

Hassan Maatouk, Xavier Bay. GAUSSIAN PROCESS EMULATORS FOR COMPUTER EXPERIMENTS WITH INEQUALITY CONSTRAINTS. 2014. <hal-01096751>

Examples

design = c(0.1, 0.5, 0.9)
response = c(10, 5, 9)
model = kmConvex1D(design, response)
plot(object=model, median=TRUE, quantiles=TRUE, minmax=FALSE, col='red')

maatouk/constrKriging documentation built on April 24, 2024, 7:13 p.m.