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Matlabcodes-RobustPCA
Matlab codes for Robust PCA multivariate control chart(Robust PCA multivariate control chart mainly consists two steps:
Step1
Calculates the robust mean and the robust
covariance of original dataset using the
minimum covariance determinant (MCD).
In MCD technique, finding a subset
containing half of the data such that its
covariance matrix has the lowest determinant, then using this subset to
calculate the robust mean and the robust
covariance matrix (Hubert, Rousseeuw, &
Branden, 2005)
Step2
Standardize data using robust mean and
robust standard deviation from Step1.
Apply PCA analysis, calculate the principalcomponent score matrix Y=ZA, where Z is the robust standardized data matrix, and
A is p*p matrix of eigenvectors (also called principalcomponents))
- 2009-11-11 08:07:04下载
- 积分:1
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fpa
code for methuristic algorithm flower pollination algorithm
- 2017-05-20 00:21:23下载
- 积分:1
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UDF_comfort
用于CFD模拟室内热舒适性,利用用户自定义编写室内热舒适评价指标PMV,对模拟分析结果进行处理,得出室内各处的PMV值。(This is used to simuate indoor thermal comfort performance through CFD.)
- 2018-10-08 13:15:01下载
- 积分:1
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贝叶斯聚焦算法IEEE Bayesian-Focusing
最新的关于贝叶斯聚焦算法IEEE文章。该算法通过利用信号DOA概率密度函数实现加权的阵列波前差值法,能实现宽带相干信号的DOA估计,并能减小阵列聚焦误差,提高宽带阵列频域波束形成鲁棒性。(In this paper, we present and study a Bayesian focusing transformation (BFT) for coherent wideband array processing, which takes into account the uncertainty of the direction
of arrivals (DOAs). The Bayesian focusing method minimizes the
mean-square error of the transformation over the probability densityfunctions(pdfs)oftheDOAs,thusachievingimprovedfocusing
accuracy over the entire bandwidth)
- 2021-04-07 23:19:01下载
- 积分:1
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Task2
MFC编写的计算器,基本功能都已实现,加速键没有实现(Written in MFC calculator, basic functions have been achieved, not achieved accelerator)
- 2011-11-14 22:24:05下载
- 积分:1
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matrix-multiplication-and-inverse
这是用C++做矩阵求逆和矩阵相乘,可以解简的线性方程。已验证,互相交流~(This is done using C++ matrix inversion and matrix multiplication, linear equations can be solved。)
- 2014-03-25 11:24:24下载
- 积分:1
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LM_method
说明: LM莱文博格马夸特优化算法,python语言(this is a file of LM algorithm which was wroten by python language)
- 2020-03-02 19:37:17下载
- 积分:1
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dijkstra
最好的dijkstra 算法 matlab实现。
可以计算任意两点间的最短距离和路径。
不要参考其他的matlab程序,他们的路径都有问题。(Best Dijkstra algorithm matlab. You can calculate the shortest distance between any two points and path. Do not refer to other matlab program, their path has a problem.)
- 2013-05-21 12:51:37下载
- 积分:1
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calrescapind
this source code is use to calculate resister capacitor and inductor
- 2009-09-29 18:26:22下载
- 积分:1
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lm
说明: levenberg-maquardt最小二乘拟合算法(This program do the levenberg-maquardt LS fit.)
- 2012-02-29 09:56:40下载
- 积分:1