Loh, W.L.: On Latin hypercube sampling. Ann. Stat. 24 , 2058–2080 (1996) MATH MathSciNetLoh, W.-L. (1996b). On Latin hypercube sampling. The Annals of Statistics 24:2058–2080.Loh W (1996) On latin hypercube sampling. Ann Stat 24:2058–2080 MathSciNet MATH...
This paper contains a collection of results on Latin hypercube sampling. The first result is a Berry-Esseen-type bound for the multivariate central limit theorem of the sample mean μ̂nbased on a Latin hypercube sample. The second establishes sufficient conditions on the convergence rate in the...
This paper analyzed the impact of the uncertainty of hydrogeological parameters and source/sink on the simulation results under the ideal groundwater flow conditions by using the Latin Hypercube Sampling(LHS).The Spearman partial(rank) correlation coefficient and the standard(rank) regression coefficient...
CHEN Ming-hua,REN Zhe,ZHOU Benda.Solving 2-way graph partitioning problem using genetic algorithm based on Latin hypercube sampling[J].Control Theory and Technology,2009,26(8):927~930.[点击复制]拉丁超立方体抽样遗传算法求解图的二划分问题
aBased on the idea of ZMMM method, Latin Hypercube sampling technique according to the design variables is used to calculate sample points within the confidence value, and then the sample points are substituted into the finite element software to get the responses. 基于ZMMM方法想法,拉丁Hypercube...
Li et al.24 introduced a surrogate-assisted stochastic optimization inversion (SASOI) algorithm to identify the static and dynamic parameters based on Latin hypercube sampling (LHS). Shahzadi et al.25 constructed a surrogate model by com- bining polynomial chaos expansion and deep learning ...
pLoh (Loh, W.L, 1996b) established a Berry-Esseen type bound for $W$, the random variable based on a latin hypercube sampling, to the standard normal distribution. He used an inductive approach of Steins method to give the rate of convergence $\\frac{C_d}{\\sqrt{n}}$ without the ...
In particular, the asymptotic distributions (as well as other related properties) of the sample means based on Latin hypercube sampling, randomized orthogonal arrays and scrambled nets are discussed.Loh, Wei-LiemOn the Asymptotic Distribution of Some Randomized Quadrature Rules - Loh - 2005...
Wang, D., Lin, J., Wang, Y.:‘Query-efficient adversarial attack based on Latin hypercube sampling’, ArXiv, 2022,abs/2207.02391. Google Scholar [18] J. Zhang, B. Li, J. Xu, et al. Towards efficient data free black-box adversarial attack Proc. 2022 IEEE/CVF Conference on Computer ...
but can be calculated by calling an executable program to provide true black-box evaluations for both offline and online data sampling. A set of initial data is generated offline using Latin hypercube sampling, and a predefined fixed number of online data samples are set as the stopping criterion...