Optimal Latin hypercube designsKullback–Leibler informationSpace-filling designs are commonly used for selecting the input values of time-consuming computer codes. Computer experiment context implies two constraints on the design. First, the design points should be evenly spread throughout the experimental...
A randomly generated Latin hypercube design (LHD) can be quite structured: the variables may be highly correlated or the design may not have good space-,lling prop-erties.There are procedures to,nd good LHDs by minimizing the pairwise correlations or maximizing the inter-site distances. In ...
A flexible construction for sliced Latin hypercube designs Sliced Latin hypercube design is useful for computer experiments in batches or with quantitative factors. However, some constructions require the run size of each slice to be same. In this paper, we propose a method to construct a flexib....
1216Accesses Explore all metrics Abstract Latin hypercube designs (LHDs) are widely used in many applications. As the number of design points or factors becomes large, the total number of LHDs grows exponentially. The large number of feasible designs makes the search for optimal LHDs a difficult...
Orthogonal-Maximin Latin Hypercube Designs:正交拉丁超立方体设计的极大极小 Latin Hypercube Sampling Monte Carlo Estimation of… An algorithm for fast optimal Latin hypercube design of… Generalized wordtype pattern for asymmetrical factorial designs with ... exploratory designs for computational experiments ...
In the area of computer simulation Latin hypercube designs play an important role. In this paper the class of maximin Latin hypercube designs is considered. Up to now only several two-dimensional designs and designs for some small number of points are known for this class. Using periodic designs...
A CONSTRUCTION METHOD FOR ORTHOGONAL LATIN HYPERCUBE DESIGNS WITH PRIME POWER LEVELS 热度: Orthogonal-Maximin Latin Hypercube Designs:正交拉丁超立方体设计的极大极小 热度: Latin Hypercube Sampling Monte Carlo Estimation of… 热度: 相关推荐 ConstructionoforthogonalLatinhypercubedesignswith flexiblerun...
Block-circulant matrices for constructing optimal Latin hypercube designs 2011, Journal of Statistical Planning and Inference Citation Excerpt : By using the corresponding circulant matrices in Corollary 3 we obtain the required orthogonal Latin hypercube design X with 16 (respectively 17) runs and 8 fa...
A randomly generated Latin hypercube design (LHD) can be quite structured: the variables may be highly correlated or the design may not have good space-fllling prop- erties. There are procedures to flnd good LHDs by minimizing the pairwise correlations or maximizing the inter-site distances....
Optimal Experiment Design, Latin HypercubeLatin hypercube sampling Latin hypercube design is a way to generate design points that can spread observations evenly over the range of each input variable. For a Latin hypercube design of size n,...doi:10.1007/978-1-4419-9863-7_1233Ying Hung...