Optimal sliced latin hypercube designs

WebSliced Latin hypercube designs (SLHDs) have important applications in designing computer experiments with continuous and categorical factors. However, a randomly generated … WebNov 1, 1978 · The existence conditions and the form of the optimal design are given. ... including orthogonal Latin hypercube designs, nested orthogonal arrays, sliced …

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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 … WebOct 24, 2024 · Recently, the construction of nested or sliced Latin hypercube designs (LHDs) has received notable interest for planning computer experiments with special combinational structures. In this paper, we propose an approach to constructing nested and/or sliced LHDs by using small LHDs and structural vectors/matrices. This method is … ctsh c-1 https://epcosales.net

A Tutorial on Latin Hypercube Design of Experiments - GitHub …

WebAug 1, 2024 · As mentioned from the original paper, the first stage plays a much more important role since it optimizes the slice level. More resources should be given to the first stage if computational budgets are limited. Let m=n/t, where m is the number of rows for each slice, if (m)^k >> n, the second stage becomes optional. 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. 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. cts harrison

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Category:Optimal Sliced Latin Hypercube Designs with Slices of Arbitrary ... …

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Optimal sliced latin hypercube designs

Optimal-Sliced-Latin-Hypercube-Designs/SLHD.h at master - Github

WebApr 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 without replicated coordinate values, often symmetric, and nearly optimal among all Latin-hypercube designs. A 2-stage (exchange- and Newton-type) computational algorithm for ... WebMay 7, 2024 · Sliced Latin hypercube designs are Latin hypercube designs that can be partitioned into smaller Latin hypercube designs. In this work, we give, to the best of our …

Optimal sliced latin hypercube designs

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WebMay 7, 2024 · Sliced Latin hypercube designs with arbitrary run sizes. Latin hypercube designs achieve optimal univariate stratifications and are useful for computer … 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 …

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

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 … WebOptimal Sliced Latin Hypercube Designs Shan BA, William R. MYERS,andWilliamA.BRENNEMAN The Procter and Gamble Company, Mason, OH 45040 …

WebOct 2, 2015 · For a large design space optimization, the initial selection of design candidates plays a key role. Ideally, they should span the design space as much as possible, for …

WebMay 2, 2024 · This function utilizes a version of the simulated annealing algorithm and several computational shortcuts to efficiently generate the optimal Latin Hypercube Designs (LHDs) and the optimal Sliced Latin Hypercube Designs (SLHDs). The maximin distance criterion is adopted as the optimality criterion. ct shcWebLatin 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. ctsh canineWebDownloadable! 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 … ear warmers for women that cover just the earWebSliced 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... ct shawarmactsh codeWebOptimal Sliced Latin Hypercube Designs Shan Ba, William R. Myers, and William A. Brenneman The Procter and Gamble Company, Mason, OH 45040 ([email protected]; … ctsh conference callWebOptimal-Sliced-Latin-Hypercube-Designs/design.cpp at master · DougZheng/Optimal-Sliced-Latin-Hypercube-Designs · GitHub DougZheng / Optimal-Sliced-Latin-Hypercube … ctsh class action