Optimal orthogonal-array-based latin hypercubes

Leary, Stephen, Bhaskar, Atul and Keane, Andy (2003) Optimal orthogonal-array-based latin hypercubes Journal of Applied Statistics, 30, (5), pp. 585-598. (doi:10.1080/0266476032000053691).


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The use of optimal orthogonal array latin hypercube designs is proposed. Orthogonal arrays were proposed for constructing latin hypercube designs by Tang (1993). Such designs generally have better space filling properties than random latin hypercube designs. Even so, these designs do not necessarily fill the space particularly well. As a result, we consider orthogonal-array-based latin hypercube designs that try to achieve optimality in some sense. Optimization is performed by adapting strategies found in Morris & Mitchell (1995) and Ye et al. (2000). The strategies here search only orthogonal-array-based latin hypercube designs and, as a result, optimal designs are found in a more efficient fashion. The designs found are in general agreement with existing optimal designs reported elsewhere.

Item Type: Article
Digital Object Identifier (DOI): doi:10.1080/0266476032000053691
ISSNs: 0266-4763 (print)
ePrint ID: 22393
Date :
Date Event
Date Deposited: 20 Mar 2006
Last Modified: 16 Apr 2017 22:51
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/22393

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