Expected Improvement. EGO algorithm. Multipoints EI and
parallelized versions of EGO: Constant Liars. Criteria and
algorithms for Noisy Kriging-based Optimization , including
AEI, AKG, EQI, and EI with plugin.

Kriging-Based Optimization for Computer Experiments
D. Ginsbourger, V. Picheny, O. Roustant, with contributions by
C. Chevalier,  S. Marmin, and T. Wagner
Expected Improvement. EGO algorithm. Multipoint EI and parallelized versions of EGO. Criteria and algorithms for Noisy Kriging-based Optimization , including AEI, AKG, EQI, and EI with plugin.
DiceKriging (>= 1.2), rgenoud, MASS, lhs, mnormt

c(person("Victor", "Picheny", role = c("aut", "cre"),
email = "victor.picheny@toulouse.inra.fr"),
person("David Ginsbourger", "Green", role = "aut"),
person("Olivier", "Roustant", role = "aut"),
person("Mickael", "Binois", role = "ctb"),
person("Sebastien", "Marmin", role = "ctb"),
person("Tobias", "Wagner", role = "ctb"))
Efficient Global Optimization (EGO) algorithm as described in "Roustant et al. (2012)" <doi:10.18637/jss.v051.i01> and adaptations for problems with noise ("Picheny and Ginsbourger, 2012") <doi:10.1016/j.csda.2013.03.018>, parallel infill, and problems with constraints.
randtoolbox, pbivnorm, rgenoud, mnormt, DiceDesign
Victor Picheny [aut, cre],
David Ginsbourger Green [aut],
Olivier Roustant [aut],
Mickael Binois [ctb],
Sebastien Marmin [ctb],
Tobias Wagner [ctb]

V. Picheny, D. Ginsbourger, O. Roustant, with contributions by
M. Binois, C. Chevalier, S. Marmin, and T. Wagner
Efficient Global Optimization (EGO) algorithm and adaptations for
parallel infill (multipoint EI), problems with noise, and problems with
constraints.

randtoolbox, pbivnorm, rgenoud, mnormt, DiceDesign, parallel

Plot methods for computer experiments design and models.
Yann Richet, Yves Deville, Clement Chevalier
View 2D/3D sections of computer experiments designs and
kriging models.

Plot methods for computer experiments design and surrogate.
View 2D/3D sections or contours of computer experiments
designs and surrogates.