Practical, Theoretical or Mathematical/ design of experimentsFourier seriespolynomials/ orthogonal latin hypercube designsFourier-polynomial modelsLHDcomputer experimentsone-dimensional uniformityquadratic effectsbilinear interactionsfactor screeningLatin hypercube designs (LHDs) are widely used in computer experiments ...
Therefore, when we project the design on to these factors, replication is not required. This can be achieved by using a Latin Hypercube Design (LHD) (McKay, Beckman, and Conover 1979). An LHD has the property that by projecting an n-point design on to any factor, we will get n di...
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...
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...
This design is a special type of Latin hypercube design that can be partitioned into smaller slices of Latin hypercube designs, where both the whole design and each slice are optimal under the maximin criterion. To construct these designs, a two-step construction method for generating sliced ...
This 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 is a special Latin hypercube design that can be partitioned into slices of smaller Latin hypercube designs. It is ...
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....
Among the sampling methodologies, Latin Hypercube Design, whose efficiency was proven for wide range of applications, the paper addresses its optimization by proposing a multi-objective optimization criteria, which will be referred to as Hybrid Latin Hypercube Design (HLHD). Latin Hypercube has two ...
Orthogonal Latin hypercube (OLH) is a good design choice in a polynomial function model for computer experiments, because it ensures uncorrelated estimation of linear effects when a first-order model is fitted. However, when a second-order model is adopted, an OLH also needs to satisfy the ad...
5. Two-phase IMSE-optimal Latin hypercube design for computer experiments. [D] . Zhou, Zhiqiang. 2006 机译:针对计算机实验的两阶段IMSE最佳拉丁超立方体设计。 6. Optimal Experiment Design in Clinical Medicine: A Computer Program and Applications to Compartmental Models [O] . C. Cobelli, ...