bichon_optim |
Bichon et al.'s Expected Feasibility criterion |
computeQuickKrigcov |
Quick computation of kriging covariances |
computeRealVolumeConstant |
A constant used to calculate the expected excursion set's volume variance |
EGI |
Efficient Global Inversion: sequential inversion algorithm based on Kriging. |
EGIparallel |
Efficient Global Inversion: parallel version to get batchsize locations at each iteration |
excursion_probability |
Excursion probability with one or many thresholds |
integration_design |
Construction of a sample of integration points and weights |
jn_optim_parallel |
Parallel jn criterion |
jn_optim_parallel2 |
Parallel jn criterion |
KrigInv |
Kriging-Based Inversion for Deterministic and Noisy Computer Experiments |
max_futureVol_parallel |
Maximize parallel volume criterion |
max_infill_criterion |
Optimizer for the infill criteria |
max_sur_parallel |
Minimizer of the parallel '"sur"' or '"jn"' criterion |
max_timse_parallel |
Minimizer of the parallel timse criterion |
max_vorob_parallel |
Minimizer of the parallel vorob criterion |
precomputeUpdateData |
Useful precomputations to quickly update kriging mean and variance |
predict_nobias_km |
Kriging predictions |
predict_update_km_parallel |
Quick update of kriging means and variances when one or many new points are added to the DOE. |
print_uncertainty |
Prints a measure of uncertainty for a function of any dimension. |
print_uncertainty_1d |
Prints a measure of uncertainty for 1d function. |
print_uncertainty_2d |
Prints a measure of uncertainty for 2d function. |
print_uncertainty_nd |
Print a measure of uncertainty for functions with dimension d strictly larger than 2. |
ranjan_optim |
Ranjan et al.'s Expected Improvement criterion |
sur_optim_parallel |
Parallel sur criterion |
sur_optim_parallel2 |
Parallel sur criterion |
timse_optim_parallel |
Parallel targeted IMSE criterion |
timse_optim_parallel2 |
Parallel timse criterion |
tmse_optim |
Targeted MSE criterion |
tsee_optim |
Two Sided Expected Exceedance criterion |
vorobVol_optim_parallel |
Compute volume criterion |
vorobVol_optim_parallel2 |
Compute volume criterion |
vorob_optim_parallel |
Parallel Vorob'ev criterion |
vorob_optim_parallel2 |
Parallel Vorob'ev criterion |
vorob_threshold |
Calculation of the Vorob'ev threshold |