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DiceDesign (version 1.10)

Designs of Computer Experiments

Description

Space-Filling Designs and space-filling criteria (distance-based and uniformity-based), with emphasis to computer experiments; .

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Version

Install

install.packages('DiceDesign')

Monthly Downloads

29,179

Version

1.10

License

GPL-3

Maintainer

Last Published

December 7th, 2023

Functions in DiceDesign (1.10)

mstCriteria

Deriving the MST criteria
nolhdrDesign

De Rainville's Nearly Orthogonal Latin Hypercube Designs
meshRatio

MeshRatio measure
runif.faure

Low discrepancy sequence : Faure
scaleDesign

Scale a Design
phiP

phiP criterion
olhDesign

Nguyen's Orthogonal Latin Hypercube Designs
xDRDN

Extract a Design and Give it a Range and Dimnames
rss3d

3D graphical tool for defect detection of Space-Filling Designs.
wspDesign

WSP algorithm
rss2d

2D graphical tool for defect detection of Space-Filling Designs.
straussDesign

Designs based on Strauss process
unscaleDesign

Unscale a Design
unif.test.quantile

Quantile of some uniformity tests
unif.test.statistic

Statistic of some uniformity tests
discrepESE_LHS

Enhanced Stochastic Evolutionnary (ESE) algorithm for Latin Hypercube Sample (LHS) optimization via L2-discrepancy criteria
mindist

Mindist measure
discrepSA_LHS

Simulated annealing (SA) routine for Latin Hypercube Sample (LHS) optimization via L2-discrepancy criteria
OA131_scrambled

A scrambled 3D orthogonal array of strength 2
discrepancyCriteria

Discrepancy measure
dmaxDesign

Maximum Entropy Designs
maximinSA_LHS

Simulated annealing (SA) routine for Latin Hypercube Sample (LHS) optimization via phiP criteria
NOLHdesigns

List of Cioppa's Nearly Orthogonal Latin Hypercubes designs
DiceDesign-package

Designs of Computer Experiments
OA131

A 3D orthogonal array of strength 2
coverage

Coverage
nolhDesign

Cioppa's Nearly Orthogonal Latin Hypercube Designs
faureprimeDesign

A special case of the low discrepancy Faure sequence
NOLHDRdesigns

List of De Rainville's Nearly Orthogonal Latin Hypercubes designs
factDesign

Full Factorial Designs
lhsDesign

Latin Hypercube Designs
maximinESE_LHS

Enhanced Stochastic Evolutionnary (ESE) algorithm for Latin Hypercube Sample (LHS) optimization via phiP criteria