All functions

aggregation

Create a kriging adapter class for the objects codekm of package of the package DiceKriging.

branin Tfunc

analytical functions

custom_fit

Create a fitness class with custom_fit

ga

Genetic Algorithm to select best metamodel ga

inverse_crit

TMSE criteria

Create a kriging adapter class for the objects codekm of package of the package DiceKriging.

MSE

Mean Square Error MSE

penlrm

Create a penalty class with penlrm

plotContour2D

contour plot of a function

plotUP1D

Post Processing and plot of the prediction and the UP variance of a 1 dimension functions.

ref_crit

Refinement criteria

Resampling_Error

Resampling Error Resampling_Error

kriging svr train predict.UP upsm setDOE masterprediction uppredict

Traditional R calls

Create a support vector machine (svm) adapter class for the objects codesvm of the package e1071.

UP: Universal Prediction Distribution

A UPClass is a class the contains a resampling technique and computes the weights of the UP distirbution

upego

Universal Prediction distribution based Efficient Global Optimization UP-EGO

UPEI

Universal Prediction Expected Improvement UP-EI criteria

upinverse

upinverse

UPSM

UPSM is a class for universal distribution of a surrogate model

upsmart

UP-SMART

upsurface

Adapter for UP surface