Design of experimentsNumerical integrationSequential evaluationThe use of iteratively enlarged Latin hypercube designs for running computer experiments has recently gained popularity in practice. This approach conducts an initial experiment with a computer code using a Latin hypercube design and then runs a ...
design of experimentsensembles of computer modelsnumerical integrationspace-fillingdesignThis 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...
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...
Latin hypercube designMulti-fidelity computer modellingOrthogonal arraySpace-filling designWe propose two methods for constructing a new type of design, called a nested orthogonal array-based Latin hypercube design, intended for multi-fidelity computer experiments. Such designs are two nested space-filling...
Design of experimentsThis paper introduces an approach to construct a new type of design, called a maximin sliced Latin hypercube design. 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 ...
A study on algorithms for optimization of Latin hypercubesTheoretical or Mathematical/ design of experimentsgenetic algorithmssampling methods/ Latin hypercube optimizationstatistical simulationcomputationally expensive modeldesign of experimentscolumnwise-pairwise algorithmgenetic algorithms...
4) Latin Hypercube Sampling 拉丁超立方抽样 1. Both Simple Random Sampling and Latin Hypercube Sampling were applied to simulate the model of the soil retardation factor of the herbicide mefenacet by Monte Carlo method. 采用简单随机抽样和拉丁超立方抽样两种不同方法对除草剂苯噻草胺的土壤滞留因子...
Latin hypercube design and uniform design are two kinds of most popular space-filling designs for computer experiments. The fact that the run size equals t... FS Sun,F Pang,MQ Liu - 《中国科学:数学(英文版)》 被引量: 59发表: 2011年 Orthogonal Arrays cross arraycomputer experimentsorthogonalit...
The design of computer experiments (DoCE) is a key technique in the field of metamodel-based design optimization. Space-filling and projective properties are desired features in DoCE. In this article, a novel algorithm of maximin Latin hypercube design (LHD) using successive local enumeration (SLE...
S. (1991): On cascading latin hypercube designs and additi- ve models for experiments, Communications Statistics-Theory Methods, 20, 417-439.Handcock, M.S. 1992. On cascading Latin hypercube designs and additive models for experiments. Paper presented at the Joint Statistical Meetings, Boston, ...