Optimal sliced latin hypercube designs

WebOptimal Sliced Latin Hypercube Designs Shan Ba, William R. Myers, and William A. Brenneman The Procter and Gamble Company, Mason, OH 45040 ([email protected]; …

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WebMany space-filling designs are Latin hypercube designs, which achieve optimal one-dimensional projective uniformity (McKay et al., 1979). Maximin distance Latin hypercube designs (Morris and Mitchell, 1995), which are generated by numeri-cally maximizing the separation distance within the class of Latin hypercube design, are popular Web2 days ago · If we consider the first of these three options, this means that there is a design that has an average RPV that is only (1/0.992 − 1) = 0.008 or 0.8% larger than the I-optimal design and has a maximum RPV that is (1/0.844 − 1) = 0.185 or 18.5% larger than the G-optimal design.Similarly, for the third option, the design has both the average and … lithonia high school football schedule https://msannipoli.com

[1908.01976] Optimal Sliced Latin Hypercube Designs …

WebDownloadable! Sliced Latin hypercube designs (SLHDs) are widely used in computer experiments with both quantitative and qualitative factors and in batches. Optimal SLHDs achieve better space-filling property on the whole experimental region. However, most existing methods for constructing optimal SLHDs have restriction on the run sizes. In this … WebSuch a design is a special orthogonal Latin hypercube design, of first-order or second-order, that can be divided into slices of smaller orthogonal Latin hypercube designs of the same order. This type of design is useful for computer experiments with qualitative and quantitative factors, multiple experiments, data pooling, and cross-validation. WebDec 2, 2024 · This work constructs a series of maximin Latin hypercube designs via Williams transformations of good lattice point designs that are optimal under the maximin L1-distance criterion, while others are asymptotically optimal. Maximin distance Latin hypercube designs are commonly used for computer experiments, but the construction of … lithonia high school football coach

Sliced Latin hypercube designs with arbitrary run sizes

Category:Sliced Latin hypercube designs with arbitrary run sizes

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Optimal sliced latin hypercube designs

Sliced Latin hypercube designs with arbitrary run sizes

WebSliced Latin hypercube designs (SLHDs) have important applications in designing computer experiments with continuous and categorical factors. However, a randomly generated … WebWe can consider proposing a method that is easily adapted to generate the optimal design. In this paper, we propose an improved method to construct SLHDs with slices of arbitrary run sizes, which are called flexible sliced Latin hypercube designs (FSLHDs). The new construction method can be easily adapted to generate the optimal design.

Optimal sliced latin hypercube designs

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WebJul 18, 2024 · Sliced Latin hypercube designs (SLHDs), proposed by Qian ( 2012 ), are widely used in computer experiments with qualitative and quantitative factors, model calibration, cross validation, multiple experiments, stochastic optimization and data pooling. WebJul 20, 2024 · Latin hypercube designs (LHDs), proposed by McKay et al. ( 1979 ), have been popularly used for computer experiments because of their uniform coverage of each …

WebLatin hypercube samples are non-collapsing. Figure 3(a) illustrates the case of a Latin hypercube design with d=3 dimensions and p=15 points. Any of the two-dimensional projections is still a Latin hypercube design with the same p=15 points (although, for this particular case, the x 1 x 2 projection is the best in terms of space filling). Thus ... Web最优分片拉丁超立方设计. Contribute to DougZheng/Optimal-Sliced-Latin-Hypercube-Designs development by creating an account on GitHub.

WebThis task view collects information on R packages for experimental design and analysis of data from experiments. Packages that focus on analysis only and do not make relevant contributions for design creation are not considered in the scope of this task view. Please feel free to suggest enhancements, and please send information on new packages or … WebMay 7, 2024 · Sliced Latin hypercube designs with arbitrary run sizes. Latin hypercube designs achieve optimal univariate stratifications and are useful for computer …

WebThis function utilizes a version of the simulated annealing algorithm and several computational shortcuts to efficiently generate the optimal Latin Hypercube Designs …

WebNov 1, 1978 · The existence conditions and the form of the optimal design are given. ... including orthogonal Latin hypercube designs, nested orthogonal arrays, sliced … imv toyotaWebSep 1, 2005 · To improve the space-filling property as well as to maintain a good computational efficiency in sampling, some researchers proposed to search an optimal … imvu 2018 instant crash codeWebIn the Optimal Latin Hypercube technique the design space for each factor is divided uniformly (the same number of divisions, n n, for all factors). These levels are randomly combined to generate a random Latin Hypercube as the initial DOE design matrix with n n points (each level of a factor studies only once). imvu aeoniumred shopWebLatin Hypercube design was also prepared with The computed maxima for each model are given optimal spacing. The reason for choosing the Latin in Table 7 along with the temperatures at which Hypercube was that it can be implemented in a they occurred. lithonia high school mascotWebOptimal Sliced Latin Hypercube Designs Shan BA, William R. MYERS,andWilliamA.BRENNEMAN The Procter and Gamble Company, Mason, OH 45040 … imv technologies societeWebOptimal-Sliced-Latin-Hypercube-Designs/design.cpp at master · DougZheng/Optimal-Sliced-Latin-Hypercube-Designs · GitHub DougZheng / Optimal-Sliced-Latin-Hypercube … lithonia high school logoWebApr 1, 1994 · In this paper, optimal Latin-hypercube designs minimizing IMSE or maximizing entropy are considered. These designs turn out to be well spread over the design region … imvu about