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.


Reference manual

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1.4.1 by Clement Chevalier, 3 years ago,

Browse source code at

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 GPareto, pGPx.

Depended on by profExtrema.

Suggested by DiceOptim, mistral.

See at CRAN