Back to Search
Start Over
Optimal maximin [formula omitted]-distance Latin hypercube designs.
- Source :
-
Journal of Statistical Planning & Inference . Jul2020, Vol. 207, p113-122. 10p. - Publication Year :
- 2020
-
Abstract
- Maximin distance Latin hypercube designs (LHDs) are extensively applied in computer experiments, but it is challenging to construct such designs. In this paper, based on a 2 2 full factorial design and a series of saturated two-level regular designs, a number of maximin distance LHDs are constructed via the rotation method. Some of the constructed LHDs are exactly optimal and the others are asymptotically optimal under the maximin L 2 -distance criterion. The constructed maximin distance LHDs have two prominent advantages: (i) no computer search is needed; and (ii) they are orthogonal or nearly orthogonal. Detailed comparisons with existing LHDs show that the constructed LHDs have larger minimum distances between design points. • Maximin distance Latin hypercube designs are constructed via the rotation method. • The resulting designs are orthogonal or nearly orthogonal. • The methods are efficient for constructing large designs with no computer search. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 03783758
- Volume :
- 207
- Database :
- Academic Search Index
- Journal :
- Journal of Statistical Planning & Inference
- Publication Type :
- Academic Journal
- Accession number :
- 141632645
- Full Text :
- https://doi.org/10.1016/j.jspi.2019.11.006