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

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

Fingerprint

Latin Hypercube Design
Computer Experiments
Maximin
Simulated Annealing
Computer Simulation
Design

Keywords

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

Cite this

@techreport{e5ca18d1a6cd4e93a1889d8133379b4f,
title = "Space-Filling Latin Hypercube Designs for Computer Experiments (Replaced by CentER DP 2008-104)",
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",
keywords = "computer experiment, Latin hypercube design, non-collapsing, packing problem, simulated annealing, space-filling",
author = "B.G.M. Husslage and G. Rennen and {van Dam}, E.R. and {den Hertog}, D.",
note = "Pagination: 12",
year = "2006",
language = "English",
volume = "2006-18",
series = "CentER Discussion Paper",
publisher = "Operations research",
type = "WorkingPaper",
institution = "Operations research",

}

Space-Filling Latin Hypercube Designs for Computer Experiments (Replaced by CentER DP 2008-104). / Husslage, B.G.M.; Rennen, G.; van Dam, E.R.; den Hertog, D.

Tilburg : Operations research, 2006. (CentER Discussion Paper; Vol. 2006-18).

Research output: Working paperDiscussion paperOther research output

TY - UNPB

T1 - Space-Filling Latin Hypercube Designs for Computer Experiments (Replaced by CentER DP 2008-104)

AU - Husslage, B.G.M.

AU - Rennen, G.

AU - van Dam, E.R.

AU - den Hertog, D.

N1 - Pagination: 12

PY - 2006

Y1 - 2006

N2 - 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

AB - 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

KW - computer experiment

KW - Latin hypercube design

KW - non-collapsing

KW - packing problem

KW - simulated annealing

KW - space-filling

M3 - Discussion paper

VL - 2006-18

T3 - CentER Discussion Paper

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

PB - Operations research

CY - Tilburg

ER -