Kriging-Based Inversion for Deterministic and Noisy Computer Experiments

Criteria and algorithms for sequentially estimating level sets of a multivariate numerical function, possibly observed with noise.


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install.packages("KrigInv")

1.4.1 by Clement Chevalier, 9 months ago


https://www.sciencedirect.com/science/article/pii/S0167947313001060, http://www.clementchevalier.com


Browse source code at https://github.com/cran/KrigInv


Authors: Clement Chevalier , Victor Picheny , David Ginsbourger and Dario Azzimonti


Documentation:   PDF Manual  


GPL-3 license


Imports randtoolbox, rgenoud, pbivnorm, anMC, mvtnorm

Depends on DiceKriging

Suggests testthat


Imported by GPGame, GPareto, pGPx.

Depended on by profExtrema.

Suggested by DiceOptim.


See at CRAN