Space-Filling Designs

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Documentation for package ‘SFDesign’ version 0.1.2

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SFDesign-package Space-Filling designs
cluster.error Clustering error
clustering.design Designs generated by clustering algorithms
continuous.optim Continuous optimization of a design
customLHD Generate a Latin-hypercube design (LHD) based on a custom criterion
full.factorial Full factorial design
maximin.augment Augment a design by adding new design points that minimize the reciprocal distance criterion greedily
maximin.crit Maximin criterion
maximin.optim Optimize a design based on maximin or reciprocal distance criterion
maximin.remove Sequentially remove design points from a design while maintaining low reciprocal distance criterion as possible
maximinLHD Generate a maximin Latin-hypercube design (LHD)
maxpro.crit Maximum projection (MaxPro) criterion
maxpro.optim Optimize a design based on the maximum projection criterion
maxpro.remove Sequentially remove design points from a design while maintaining low maximum projection criterion as possible
maxproLHD Generate a MaxPro Latin-hypercube design
randomLHD Random Latin hypercube design
uniform.crit Uniform criterion
uniform.discrete Generate a uniform design for discrete factors with different number of levels
uniform.optim Optimize a design based on the wrap-around discrepancy
uniformLHD Generate a uniform Latin-hypercube design (LHD)