site stats

Marginally coupled designs

Webfactors in marginally coupled designs for computer experiments with both qualitative and quantitative factors [3, 13, 14, 15, 47]. Notably, [37] and [21] are the only work that pro-vided construction for resolvable orthogonal arrays with the former focusing on two-level arrays and the latter on multi-level arrays. 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.

Statistica Sinica Preprint No: SS-13-388R2 - 中央研究院

WebAbstract. In this paper, we derive a central limit theorem for marginally coupled designs that are intended for computer experiments with both qualitative and quantitative factors. This … 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 ... hannah chivers chichester district council https://value-betting-strategy.com

[2101.02416v1] Uniformity criterion for designs with both …

http://arxiv-export3.library.cornell.edu/pdf/2203.06335 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 WebFeb 3, 2024 · For practical need, the construction and their properties of nine-level uniform designs are discussed via two code mappings in this paper. Firstly, the algorithm of constructing nine-level uniform designs is presented from an initial three-level design by the Type-I code mapping and tripling technique. Secondly, the algorithm of constructing ... cgh ward charges

Construction of Marginally Coupled Designs by Subspace …

Category:Doubly Coupled Designs for Computer Experiments with both …

Tags:Marginally coupled designs

Marginally coupled designs

Construction of Marginally Coupled Designs by Subspace …

WebJan 9, 2024 · Marginally 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 … WebMany 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 …

Marginally coupled designs

Did you know?

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 … 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. …

WebRecent researches on designs for computer experiments with both qualitative and quantitative factors have advocated the use of marginally coupled designs. This paper … Webis a Latin hypercube design, and (ii) the rows in D2 corresponding to any level of any factor in D1 form a small Latin hypercube design. In the case of single qualitative factor, D1 is a vector of s levels, and D2 is a sliced Latin hypercube design of s slices such that (D1,D2) is a marginally coupled design. 3. Design Construction

WebWe introduce a new class of designs, marginally coupled designs, for computer experiments with both qualitative and quantitative variables. These designs maintain an economic run size with attractive space-filling properties. The design points for quantitative factors form a Latin hypercube design. Webthere exists an n×p design D2 with p > 0 such that D = (D1,D2) is a marginally coupled design. Proposition 1. Given D1 = OA(n,sq,2), a marginally coupled design exists if and only if D1 is a completely resolvable orthogonal array. Proof. We first show if D1 is a completely resolvable orthogonal array, a marginally coupled design exists.

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 …

WebSep 1, 2024 · Supercritical carbon dioxide (S-CO2) Brayton cycles (BC) are soon to be a competitive and environment friendly power generation technology. Progressive technological developments in turbo-machineries and heat exchangers have boosted the idea of using S-CO2 in a closed-loop BC. This paper describes and discusses energy and … cghwebWebmarginally coupled designs (MCDs), of which the design points for quantitative factors form a Latin hypercube design (LHD), and for each level of any qualitative factor, the corresponding design points for quantitative factors compose a smaller LHD. Intuitively, MCDs have some desirable space- lling cghwedbWebMar 12, 2024 · [Submitted on 12 Mar 2024] Construction of Marginally Coupled Designs by Subspace Theory Yuanzhen He, C. Devon Lin, Fasheng SUn Recent researches on designs … cgh wards