Space-Filling Latin Hypercube Designs for Computer Experiments (Replaced by CentER DP 2008-104)

B.G.M. Husslage, G. Rennen, E.R. van Dam, D. den Hertog

Research output: Working paperDiscussion paperOther research output

Abstract

In the area of computer simulation Latin hypercube designs play an important role.In this paper the class of maximin Latin hypercube designs is considered.Up to now only several two-dimensional designs and designs for some small number of points are known for this class.Using periodic designs and simulated annealing we extend the known results and construct approximate maximin Latin hypercube designs for up to ten dimensions and for up to 100 design points.All these designs can be downloaded from the website http://www.spacefillingdesigns.nl
Original languageEnglish
Place of PublicationTilburg
PublisherOperations research
Number of pages12
Volume2006-18
Publication statusPublished - 2006

Publication series

NameCentER Discussion Paper
Volume2006-18

Keywords

  • computer experiment
  • Latin hypercube design
  • non-collapsing
  • packing problem
  • simulated annealing
  • space-filling

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