Optimal sliced latin hypercube designs
WebOptimal-Sliced-Latin-Hypercube-Designs/design.cpp at master · DougZheng/Optimal-Sliced-Latin-Hypercube-Designs · GitHub DougZheng / Optimal-Sliced-Latin-Hypercube … 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.
Optimal sliced latin hypercube designs
Did you know?
WebLatin 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. 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 …
WebSliced 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... 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 …
WebAug 6, 2024 · 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 …
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 …
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 … f35 based at lakenheathWebWe 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 … f-35a lightning ii lockheed martin 1:48WebSep 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 … does fox or cnn get sued moreWebAug 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. does fox own tbsWeb2 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 … f 35 a vs b vs cWebApr 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 … does fox sports 1 have an appWebOptimal Sliced Latin Hypercube Designs Shan Ba, William R. Myers, and William A. Brenneman The Procter and Gamble Company, Mason, OH 45040 ([email protected]; … does fox own telemundo