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DiceOptim  

Kriging-Based Optimization for Computer Experiments
View on CRAN: Click here


Download and install DiceOptim package within the R console
Install from CRAN:
install.packages("DiceOptim")

Install from Github:
library("remotes")
install_github("cran/DiceOptim")

Install by package version:
library("remotes")
install_version("DiceOptim", "2.1.1")



Attach the package and use:
library("DiceOptim")
Maintained by
Victor Picheny
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-03-10
Latest Update: 2021-02-02
Description:
Efficient Global Optimization (EGO) algorithm as described in "Roustant et al. (2012)" and adaptations for problems with noise ("Picheny and Ginsbourger, 2012") , parallel infill, and problems with constraints.
How to cite:
Victor Picheny (2010). DiceOptim: Kriging-Based Optimization for Computer Experiments. R package version 2.1.1, https://cran.r-project.org/web/packages/DiceOptim. Accessed 06 May. 2025.
Previous versions and publish date:
1.0 (2010-03-10 15:55), 1.2.1 (2012-02-06 22:40), 1.2 (2011-06-01 18:15), 1.3.1 (2012-06-04 08:36), 1.3.2 (2012-09-17 14:20), 1.3.3 (2012-10-03 16:16), 1.3 (2012-03-26 14:45), 1.4 (2013-04-05 01:08), 1.5 (2015-03-10 18:32), 2.0.1 (2020-06-29 19:10), 2.0 (2016-09-15 17:33), 2.1.0 (2021-01-27 10:30), 2.1.1 (2021-02-02 01:10)
Other packages that cited DiceOptim R package
View DiceOptim citation profile
Other R packages that DiceOptim depends, imports, suggests or enhances
Complete documentation for DiceOptim
Functions, R codes and Examples using the DiceOptim R package
Some associated functions: AEI.grad . AEI . AKG.grad . AKG . DiceOptim-package . EGO.cst . EGO.nsteps . EI.grad . EI . EQI.grad . EQI . ParrConstraint . TREGO.nsteps . branin2 . checkPredict . crit_AL . crit_EFI . crit_SUR_cst . critcst_optimizer . easyEGO.cst . easyEGO . fastEGO.nsteps . fastfun-class . fastfun . goldsteinprice . hartman4 . integration_design_cst . kriging.quantile.grad . kriging.quantile . max_AEI . max_AKG . max_EI . max_EQI . max_crit . max_qEI . min_quantile . noisy.optimizer . qEGO.nsteps . qEI.grad . qEI . rosenbrock4 . sampleFromEI . sphere6 . test_feas_vec . update_km_noisyEGO . 
Some associated R codes: AEI.R . AEI.grad.R . AKG.R . AKG.grad.R . DiceOptim-package.R . EGO.cst.R . EGO.nsteps.R . EI.R . EI.grad.R . EQI.R . EQI.grad.R . ParrConstraint.R . TREGO.nsteps.R . branin2.R . checkPredict.R . computeQuickKrigcov2.R . crit_AL.R . crit_EFI.R . crit_SUR_cst.R . critcst_optimizer.R . davies.R . easyEGO.R . easyEGO.cst.R . fastEGO.nsteps.R . fastfun.R . goldsteinprice.R . hartman4.R . integration_design_cst.R . kriging.quantile.R . kriging.quantile.grad.R . max_AEI.R . max_AKG.R . max_EI.R . max_EQI.R . max_crit.R . max_qEI.R . min_quantile.R . noisy.optimizer.R . precomputeUpdateData.R . prob.of.feasible.improvement.R . qEGO.nsteps.R . qEI.R . qEI.grad.R . rosenbrock4.R . sampleFromEI.R . sphere6.R . test_feas_vec.R . update_km_noisyEGO.R . warping.R .  Full DiceOptim package functions and examples
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