LatinHypercubeSampling

Introduction

LatinHypercubeSampling is a Julia package for the creation of optimised Latin Hypercube (LHC) Sampling Plans. The genetic optimisation algorithm is largely based on the work by Bates et al. [1]. The package includes additional functionality for the creation of an optimised subset of an existing plan, as well as the inclusion of discrete parameters.

Installation

The package is registered and can be installed with Pkg.add.

julia> Pkg.add("LatinHypercubeSampling")

Reference

[1]: Stuart Bates, Johann Sienz, and Vassili Toropov. "Formulation of the Optimal Latin Hypercube Design of Experiments Using a Permutation Genetic Algorithm", 45th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics & Materials Conference, Structures, Structural Dynamics, and Materials and Co-located Conferences, () https://doi.org/10.2514/6.2004-2011