拉丁超立方体抽样Latin hypercube sampling说明[转] LifeBug:03.随机变量和3F(PDF、CDF、PMF)
一种基于拉丁超立方体抽样的多目标进化算法 a latin hypercube sampling based multi-objective evolutionary algorithm.pdf,第22卷第2期 模式识别与人工智能 V01.22No.2 2009年4月 PRAI Apr 2009 一种基于拉丁超立方体抽样的多目标进化算法乖 郑金华 罗彪 (湘潭大学信息
This technique, called constrained Latin hypercube sampling (cLHS), consists in doing permutations on an initial LHS to honor the desired monotonic constraints. The relevance of this approach is shown on a real example concerning the numerical welding simulation, where the inequality constraints are ...
拉丁超立方采样(Latin Hypercube Sampling, LHS)是一种统计采样技术,用于生成一组样本点,这些样本点在参数空间中均匀分布,并且满足每个维度只有一个样本点落在该维度的取值范围内。LHS常用于参数优化和模型验证等领域。在Python中,有几种常用的包可以进行拉丁超立方采样,下面介绍两种常用的方法。1. 使用pyDOE2包pyDOE2...
Latin hypercube sampling is a stratified sampling technique that produces random numbers in terms of the marginal CDF of a random input variable. From:Electric Power Systems Research,2023 Discover other topics Chapters and Articles You might find these chapters and articles relevant to this topic. ...
拉丁超立方体抽样Latin hypercube sampling (LHS)附 °拉丁超立方体抽样Latinhypercubesampling(LHS... 拉丁超立方体抽样Latinhypercubesampling(LHS)附:Matlab程序 近日,突然要在matlab上使用LHS,在网上搜索内容后,发现材料比较类似,于是依照下面内容写了个matlab程序。 拉丁超立方体抽样是抽样技术的最新...
rr-packagelhslatin-hypercubeorthogonal-arrayslatin-hypercube-samplinglatin-hypercube-sample UpdatedJun 30, 2024 C++ tstran155/Optimization-of-building-energy-consumption Star23 This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate...
Latin hypercube sampling (LHS) uses a stratified sampling scheme to improve on the coverage of the k-dimensional input space for such computer models. This means that a single sample will provide useful information when some input variable(s) dominate certain responses (or certain time intervals)...
(2013). Latin Hypercube Sampling. In: Dubitzky, W., Wolkenhauer, O., Cho, KH., Yokota, H. (eds) Encyclopedia of Systems Biology. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-9863-7_100756 Download citation .RIS .ENW .BIB DOIhttps://doi.org/10.1007/978-1-4419-...
Latin hypercube sampling is first compared with a common sampling procedure (simple random sampling) in LU decomposition simulation. Then it is applied to the investigation of uncertainty in the simulation results of a spatially explicit forest model, LANDIS. Results showed that Latin hypercube ...