Multiple Objective Latin Hypercube Design


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Documentation for package ‘MOLHD’ version 0.2

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MOLHD-package Multiple objective Latin hypercube design
cpf2 Combine Pareto front designs of 2 criteria
cpf3 Combine Pareto front designs of 3 criteria
LHD Generate a random Latin Hypercube design
md Minimum distance between any two points in the design
miM The miniMax criterion baesd on an approximate fill distance measure
miMLHD Generate the optimal Latin Hypercube Design based on the miniMax criterion.
Mm Computer the approximate Maximin Criterion for a design.
MmLHD Generate the optimal Maximin Latin Hypercube Design.
MOLHD Multiple objective Latin hypercube design
mp Computer the MaxPro Criterion for a design.
mpLHD Generate the optimal MaxPro Latin Hypercube Design.
pfMm Generate the Pareto front for the optimal Latin Hypercube Designs based on both the Maximin and miniMax criteria.
pfMp Generate the Pareto front for optimal Latin Hypercube Designs based on both the Maximin and the MaxPro criteria.
pfMpm Generate the Pareto front for the optimal Latin Hypercube Designs based on the Maximin, MaxPro and miniMax criteria.
pfpm Generate the Pareto front for the optimal Latin Hypercube Designs based on both the MaxPro and miniMax criteria.