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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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sanciyangtiao
三次样条插值公式C语言编程示例(Cubic spline interpolation formula C language programming examples)
- 2020-12-10 16:59:19下载
- 积分:1
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SIMPLER
simple 算法,有详细步骤,几乎步都自带注解,很好理解。(simple algorithm detailed steps to bring their own annotations)
- 2021-01-26 15:28:41下载
- 积分:1
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fitellipse(two-method)
我收集的老外编的椭圆拟合算法,C++实现,输入一组XY数据就能求出椭圆参数(I collected foreigner series the oval fitting algorithm, C++, achieve)
- 2020-10-16 09:17:29下载
- 积分:1
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top-ten-algorithms-of-mathematical
自己在各个论坛上搜集的十大算法,Dijkstra算法,Floyd算法,动态规划,分治算法,概率算法,灰色预测,聚类算法,蒙特卡洛,模拟退火算法,神经网络等等,附有算法的原理,部分含有相关的程序源代码。(In various forums to collect the ten algorithms, Dijkstra algorithm, the Floyd algorithm, dynamic programming, divide and conquer algorithms, probabilistic algorithms, gray prediction, clustering algorithms, Monte Carlo, simulated annealing, neural networks, etc., accompanied by the algorithmthe principle, in part contain the source code.)
- 2012-05-08 10:47:43下载
- 积分:1
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NEWMARKmethod
这是求多柔体转子纽马克法的程序。以拉格朗日方程为基础,结合有限元发计算(is seeking more flexible rotor Newmark Act procedures. To Lagrange equation, the FEM calculation)
- 2007-03-01 22:56:21下载
- 积分:1
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rates
基于CPLEX半连续变量求解发电机组单时段经济调度问题,给定负荷需求,求每台发电机输出P=0或Pmin<=P<=Pmax,使发电成本最小。(Semi-continuous variable based on CPLEX to solve a single period of economic generator scheduling problem, given the load demand, seeking each generator output P = 0 or Pmin <= P <= Pmax, the minimum cost of power generation.)
- 2011-07-04 22:16:33下载
- 积分:1
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qiuni
C语言矩阵求逆模块,输入矩阵调用此模块即可求出对应的逆矩阵(C language matrix inversion module)
- 2013-12-16 21:18:18下载
- 积分:1
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RGB a YCbCr
There is an algorithm that converts RGB Color to YCbCr
- 2018-05-18 09:14:27下载
- 积分:1
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LBE-two-color-model
运用格子Boltzmann方法中的伪势模型,模拟胀大平面流道中的两相流动,左边幂律流,右边牛顿流体。得出流动过程中,各个瞬态的结果。(Using lattice Boltzmann method of pseudo potential model to simulate the swell plane channel flow, on the left side of the power-law fluid flow. On the right side of the Newtonian fluid. In the process of flowing, the result of each transient.)
- 2021-03-25 21:19:13下载
- 积分:1