Space-Filling Designs

Documentation for package ‘SFDesign’ version 0.1.0

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)