Optimal sliced latin hypercube designs
WebIn 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 … 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.
Optimal sliced latin hypercube designs
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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 … 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 …
WebOptimal Sliced Latin Hypercube Designs Shan BA, William R. MYERS,andWilliamA.BRENNEMAN The Procter and Gamble Company, Mason, OH 45040 … WebNov 1, 1978 · The existence conditions and the form of the optimal design are given. ... including orthogonal Latin hypercube designs, nested orthogonal arrays, sliced …
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 … WebAug 6, 2024 · Abstract: Sliced Latin hypercube designs (SLHDs) are widely used in computer experiments with both quantitative and qualitative factors and in batches. …
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
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. diane keaton gray hairWebThis article proposes a method for constructing a new type of space-filling design, called a sliced Latin hypercube design, intended for running computer experiments. Such a design … citeeth white ex premium shineWebWe 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. diane keaton hair musicalWebSliced Latin hypercube designs (SLHDs) have important applications in designing computer experiments with continuous and categorical factors. However, a randomly generated … citeexWebMay 7, 2024 · Sliced Latin hypercube designs with arbitrary run sizes. Latin hypercube designs achieve optimal univariate stratifications and are useful for computer … cite every child matters harvardWebMay 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. diane keaton hair 2021Web6 rows · Sep 16, 2024 · Latin hypercube designs (LHDs) [ 1] are widely used in computer experiments because of their ... cite everyday use alice walker