WebA design D is called a marginally coupled design if D2 is a Latin hypercube design and the rows in D2 corresponding to each level of any factor in D\ form a small Latin hypercube design. In this work, we focus on D\ being an orthogonal array (Hedayat, Sloane, and Stufken (1999)). For constructing designs of computer experiments with ... WebJan 7, 2024 · Many construction methods for this kind of designs, such as marginally coupled designs, were proposed to pursue some good space-filling structures. However, few criteria can be adapted to quantify the space-filling property of designs involving both qualitative and quantitative factors.
Uniformity criterion for designs with both qualitative and …
Webof marginally coupled designs with better projection properties in designs for quantitative factors. This paper is organized as follows. Section 2 introduces definitions, notation, and background. Section 3.1 provides a new way to characterize marginally cou-pled designs. Sections 3.2 and 3.3 introduce three classes of marginally coupled WebAug 1, 2024 · For efficiently choosing input settings for computer experiments with both qualitative and quantitative factors, marginally coupled designs proposed by Deng et al. … red cart clip art
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WebMar 12, 2024 · The proposed designs have the better stratification property between the qualitative and quantitative factors compared with marginally coupled designs. The existence of the proposed designs is established. Several construction methods are introduced, and the properties of the resulting designs are also studied. Submission history WebMarginally coupled designs (MCDs) were first introduced by Deng et al. (Stat Sin 25:1567–1581, 2015), as more economical designs than sliced space-filling designs which are the popular choices for computer experiments with … WebRecent researches on designs for computer experiments with both qualitative and quantitative factors have advocated the use of marginally coupled designs. This paper … knife store in chattanooga tn