CRAN/E | DiceOptim

DiceOptim

Kriging-Based Optimization for Computer Experiments

Installation

About

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.

dice.emse.fr/

Key Metrics

Version 2.1.1
Published 2021-02-02 1168 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks DiceOptim results

Downloads

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Maintainer

Maintainer

Victor Picheny

victor.picheny@toulouse.inra.fr

Authors

Victor Picheny

aut / cre

David Ginsbourger Green

aut

Olivier Roustant

aut

Mickael Binois

ctb

Sebastien Marmin

ctb

Tobias Wagner

ctb

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DiceOptim archive

Depends

DiceKriging ≥ 1.2
methods

Imports

randtoolbox
pbivnorm
rgenoud
mnormt
DiceDesign
parallel

Suggests

KrigInv
GPareto

Reverse Suggests

comparer
GPareto
GPGame
laGP