Latin Hypercube Designs (LHDs) Algorithms


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Documentation for package ‘LHD’ version 1.2.0

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AvgAbsCor Calculate the Average Absolute Correlation
dij Calculate the Inter-site Distance
exchange Exchange two random elements
FastMmLHD Fast Maximin Distance LHD
GA Genetic Algorithm for LHD
GLP Good Lattice Point Design
LaPSO Particle Swarm Optimization for LHD
LOO Leave-one-out Method
LPWT Linear Permuted Williams Transformation
MaxAbsCor Calculate the Maximum Absolute Correlation
MaxProCriterion Calculate the Maximum Projection Criterion
MWT Modified Williams Transformation
OA2LHD Transfer an Orthogonal Array (OA) into an LHD
OASA Orthogonal-Array-Based Simulated Annealing
OLHD1998 Orthogonal Latin Hypercube Design
phi_p Calculate the phi_p Criterion
rLHD Generate a random Latin Hypercube Design (LHD)
SA Simulated Annealing for LHD
SA2008 Simulated Annealing for LHD with Multi-objective Optimization Approach
SLHD Sliced Latin Hypercube Design (SLHD)
WT Williams Transformation