3) Latin hypercube sampling 拉丁超立方采样 1. In this paper,the seismic vulnerability of multistory dwelling brick buildings designed according to the current codes is analyzed by Latin hypercube sampling technique and nonlinear seismic time history response analysis. 本文采用概率方法借助于拉丁超立方...
Latin hypercubemultiple minimaoptimizationpattern searchLatin Hypercube is a sampling technique forsearching n dimensional space. Like Monte Carlo methods, it retains random qualities, and yet Latin Hypercube is consistently more effective than Monte Carlo. Despite this fact, not a single paper has been...
‘space filling’ designs in the literature; here the Latin hypercube sampling technique introduced byMcKayet al. (1979)is used to select representative configurations of the support structure. The Latin hypercube sampling technique maximizes the minimum distance between sample points, while the range ...
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...
Based 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....
1)Latin Hypercube Sampling拉丁超立方抽样 1.Both Simple Random Sampling andLatin Hypercube Samplingwere 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模型进行蒙特卡洛...
1) updated-Latin hypercube sampling 修正的Latin超立方采样技术1. An updated-Latin hypercube sampling and modal assurance criteria are adopted for efficient generation of the patterns for training the neural network. 用单元刚度矩阵基本值和模态应变能来选择基本模态,用修正的Latin超立方采样技术和模态准入...
we introduce a Latin hypercube sampling initialization-based multi-strategy enhanced WOA (CAGWOA). It incorporates a COS sampling initialization strategy (COSI), an adaptive global search approach (GS), and an all-dimensional neighborhood mechanism (ADN). COSI leverages probability density functions cre...
If you'd like to know more about the theory of Monte Carlo and Latin Hypercube sampling methods, please look at the technical appendices of the @RISK manual. See also: Confidence Intervals in @RISK How Many Iterations Do I Need? Last edited: 2023-02-10...
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...