Conditioned Latin hypercube sampling: optimal sample size for digital soil mapping of Arid Rangelands in Utah, USA. In: Boettinger, J.L., Howell, D.W., Moore, A.C., Hartemink, A.E., Kienast-Brown, S. (Eds.), Digital Soil Mapping: Bridging Research, Environmental Application, and ...
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...
Hypercube Sampling. Structure and System Nonprobabilistic Reliability Solution Method Based on Enhanced Optimal Latin Hypercube Sampling.Structure and System Nonprobabilistic Reliability Solution Method Based on Enhanced Optimal Latin Hypercube Sampling.doi:10.1142/S0219455414500345...
This paper compares three methods for solving probabilistic optimal power flow (P-OPF) problem: Zhao's point estimate method (PEM), Quasi Monte Carlo simulation (QMCS) and Latin hypercube sampling (LHS). With Nataf transformation, P-OPF problem is formulated as a multiple integral over standard...
Commonly used grid generation methods include uniform grid, equispaced grid, Latin hypercube sampling, and so on. Pricing analysis of American options by generating a grid is also used in the finite difference method. Kwok et al36. gave an equispaced grid, $$\begin{aligned} \Delta y=1.5\...
Similar to the Latin Hypercube Sampling (LHS) method, OSF has no requirement for the number of samples as the dimension of variables increases as they both divide the entire design space into many levels, which equals the number of samples and draws samples from different locations. Show ...
关键词: large-scale wind power integration reserve capacity optimization Latin hypercube sampling improved niche genetic algorithm 被引量: 3 年份: 2014 收藏 引用 批量引用 报错 分享 全部来源 求助全文 知网 相似文献 参考文献 引证文献Optimal Power Flow With Large-Scale Storage Integration Restructuring ...
(PRCC) of the entrenched terms in the model is calculated and offered in Fig.1. Parameters are sampled and substituted by Latin Hypercube Sampling (LHS) technique [41] (a valid statistical scheme for multidimensional distribution to obtaining parameter sample values). Total simulations of 1000 ...
An improved Latin hypercube sampling method to enhance numerical stability considering the correlation of input variables. IEEE Access, 2017, 5: 15197–15205. Article Google Scholar Download references Authors’ contributions WY put forward the basic thought of optimal design and control method. YZ ...
Latin hypercube sampling Latin Hypercube Sampling (LHS) is a stratified sampling technique to generate near-random samples from a prob- ability distribution [38]. To generate N samples from D variables, the range of each variable is divided into N equally probable intervals. From each interval, ...