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LatticeDesign (version 4.0-1)

Lattice-Based Space-Filling Designs

Description

Lattice-based space-filling designs with fill or separation distance properties including interleaved lattice-based minimax distance designs proposed in Xu He (2017) , interleaved lattice-based maximin distance designs proposed in Xu He (2018) , interleaved lattice-based designs with low fill and high separation distance properties proposed in Xu He (2024) , (sliced) rotated sphere packing designs proposed in Xu He (2017) and Xu He (2019) , densest packing-based maximum projections designs proposed in Xu He (2020) and Xu He (2018) , maximin distance designs for mixed continuous, ordinal, and binary variables proposed in Hui Lan and Xu He (2025) , and optimized and regularly repeated lattice-based Latin hypercube designs for large-scale computer experiments proposed in Xu He, Junpeng Gong, and Zhaohui Li (2025) .

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Version

Install

install.packages('LatticeDesign')

Monthly Downloads

265

Version

4.0-1

License

LGPL-2.1

Maintainer

Xu He

Last Published

August 19th, 2025

Functions in LatticeDesign (4.0-1)

SlicedRSPD

Sliced rotated sphere packing designs by partitioning a design
InterleavedMinimaxD

Interleaved lattice-based minimax distance designs
LLHD

Optimal generator vector for Lattice-based Latin hypercube designs
AdaptiveRSPD

Sliced rotated sphere packing designs by enlarging a design
CoprimeNumbers

Coprime mumbers
DPMPD

Densest packing-based maximum projection designs
GMs

Generator matrices of standard interleaved lattices, treating dimension permuted lattices as the same lattice
InterleavedFillSepD

Interleaved lattice-based fill and separation distance designs
InterleavedMaximinD

Interleaved lattice-based maximin distance designs
InterleavedMaximinDMixVars

Interleaved lattice-based maximin distance designs for mixed continuous, ordinal, and binary variables
GeneratorMatrices

Generator matrices of standard interleaved lattices, treating dimension permuted lattices as different lattices
CCs

Continuous choices
CriterionLLHD

Criterion value of a lattice-based Latin hypercube design
LLHDpoints

Points of lattice-based Latin hypercube designs
RSPD

Rotated sphere packing designs
LRS

Vertexes of a polytope giving halfspace definition
ProjSepD

Projective separation distance of a design