Space-filling Latin hypercube designs for computer experiments

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

Research output: Contribution to journalArticleScientificpeer-review

136 Citations (Scopus)
503 Downloads (Pure)


In the area of computer simulation, Latin hypercube designs play an important role. In this paper the classes of maximin and Audze-Eglais Latin hypercube designs are considered. Up to now only several two-dimensional designs and a few higher dimensional designs for these classes have been published. Using periodic designs and the Enhanced Stochastic Evolutionary algorithm of Jin et al. (J. Stat. Plan. Interference 134(1):268–687, 2005), we obtain new results which we compare to existing results. We thus construct a database of approximate maximin and Audze-Eglais Latin hypercube designs for up to ten dimensions and for up to 300 design points. All these designs can be downloaded from the website
Original languageEnglish
Pages (from-to)611-630
JournalOptimization and Engineering
Issue number4
Publication statusPublished - 2011


Dive into the research topics of 'Space-filling Latin hypercube designs for computer experiments'. Together they form a unique fingerprint.

Cite this