Authors: Casey L. Haase; Raymond R. Hill
Addresses: AFIT/ENS, 2950 Hobson Way, Bld 641, Wright Patterson AFB, Ohio 45433, USA. ' AFIT/ENS, 2950 Hobson Way, Bld 641, Wright Patterson AFB, Ohio 45433, USA
Abstract: Nearly orthogonal arrays are a class of experimental designs that are useful for accommodating multiple mixed-level factors and small run sizes for factor screening experiments. Several algorithmic approaches have been used to construct such arrays using D, A, ave(S2), and most interestingly, projection properties to evaluate and classify candidate arrays. Nearly orthogonal arrays constructed to contain good projection properties make it possible to estimate higher order interactions for subsets of design columns but can introduce significant correlation as to make some factor estimates terribly imprecise. This paper proposes a method to exploit the projection properties of these nearly orthogonal arrays while guarding against correlated factor effects. The usefulness of this foldover technique is demonstrated by a live-virtual constructive simulation experiment.
Keywords: estimation efficiency; foldover; m-balance; nearly orthogonal arrays; NOA; experimental design; projection; simulation.
International Journal of Experimental Design and Process Optimisation, 2011 Vol.2 No.3, pp.191 - 201
Published online: 24 Sep 2011 *Full-text access for editors Access for subscribers Purchase this article Comment on this article