Optimal sliced latin hypercube designs

Author: xdyy

August undefined, 2024

WebOptimal Sliced Latin Hypercube Designs Shan BA, William R. MYERS,andWilliamA.BRENNEMAN The Procter and Gamble Company, Mason, OH 45040 … Web6 rows · Sep 16, 2024 · Latin hypercube designs (LHDs) [ 1] are widely used in computer experiments because of their ...

Sliced Latin hypercube designs with arbitrary run sizes

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 … 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 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). great lakes decoys

Optimal-Sliced-Latin-Hypercube-Designs/SLHD.h at …

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 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. great lakes demolition company llc

Optimal Latin Hypercube Technique - Massachusetts Institute of …

Optimal Sliced Latin Hypercube Designs with Slices of …

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. 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 ... great lakes dental lab phone numberWebAug 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. floating wall shelf for projector

"WebSLHD: Maximin-Distance (Sliced) Latin Hypercube Designs Generate the optimal Latin Hypercube Designs (LHDs) for computer experiments with quantitative factors and the … " - Optimal sliced latin hypercube designs

Optimal sliced latin hypercube designs

CRAN Task View: Design of Experiments (DoE) & Analysis of …

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 … WebThis 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 …

Did you know?

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

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 …

WebOptimal-Sliced-Latin-Hypercube-Designs / src / design.cpp Go to file Go to file T; Go to line L; Copy path Copy permalink; This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Cannot retrieve contributors at this time. 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 ...

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.

WebSliced Latin hypercube designs (SLHDs) have important applications in designing computer experiments with continuous and categorical factors. However, a randomly generated … floating walls basementWeb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. floating wall shelf with drawersWebWe 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 … floating wall shelf systemWebApr 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 … great lakes dental technologies llcWebIn 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 … great lakes demographicsWebWe 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. great lakes demolitionWebAug 6, 2024 · Abstract: Sliced Latin hypercube designs (SLHDs) are widely used in computer experiments with both quantitative and qualitative factors and in batches. … great lakes dental association spirit lake ia