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exact_alm_rpca
RPCA (Robust Principal Component Analysis)是目前用于矩阵填充、图像去噪的最有效的优化方法。该代码是求解RPCA的一种数值算法——Exact ALM(Exact Augmented Lagrange Multiplier)(The most basic form of the exact ALM function is [A, E] = exact_alm_rpca(D, λ), and that of the inexact ALM function is [A, E] = inexact_alm_rpca(D, λ), where D is a real matrix and λ is a positive real number. We solve the RPCA problem using the method of augmented Lagrange multipliers. The method converges Q-linearly to the optimal solution. The exact ALM algorithm is simple to implement, each iteration involves computing a partial SVD of a matrix the size of D, and converges to the true solution in a small number of iterations. The algorithm can be further speeded up by using a fast continuation technique, thereby yielding the inexact ALM algorithm.)
- 2010-11-02 14:03:12下载
- 积分:1
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classification
说明: 有一个matlab 神经网络学习的例子,解压缩后可以直接运行(There is a matlab neural network learning examples can be run directly after decompression)
- 2009-08-28 11:13:14下载
- 积分:1
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monituohuo_kmeans
利用模拟退火算法改进的kmeans算法,可以实现分类也可以用来分割,matlab版本(Improved simulated annealing algorithm kmeans algorithm can also be used to classify segmentation, matlab version)
- 2021-04-25 10:58:46下载
- 积分:1
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sunfang_v24
ldpc码的编解码实现,验证可用,针对EMD方法的不足。( Codec ldpc code implementation Verification is available, For lack of EMD.)
- 2016-12-28 22:43:45下载
- 积分:1
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mySVMtrain
这是一个用于线性分类的支持向量机SVM的MATLAB实现。此代码利用简单的MATLAB内置函数实验了SVM,不依赖LIBSVM等工具箱,并且提供了一个例子,以供初学者一开始对SVM有一个简单了解。(This is a matlab code of support vector machine.Here the SVM is achieved with some common matlab function. It is for SVM beginner. )
- 2014-10-10 15:06:00下载
- 积分:1
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fig2_SOM
四个光孤子的独立波解同时存在于一个方程中。这里是在MATLAB中的编程。(The independence of the four soliton wave solutions exist in a equation. Here is the programming in MATLAB.)
- 2010-06-18 20:12:53下载
- 积分:1
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Tank_level_Final
Tank Level Control using PID
- 2010-07-29 16:31:12下载
- 积分:1
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MSThesis_satnam
这是对Matlab Prony Toolbox 的详细的英文版使用说明,长达121页。里面包括了该工具箱的demos和使用方法。(This is a detailed description of Prony toolbox based on Matlab. And it includes the using methods for all the examples or demos)
- 2010-08-03 17:24:15下载
- 积分:1
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ch02
matlab编程的一些例子,仅供初学者参考(matlab programming examples for beginners reference)
- 2009-03-27 17:03:08下载
- 积分:1
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matlab
matlab的fopen函数用法和
matlab中fopen函数在指定文件打开的实例(The fopen function matlab and matlab in the use fopen function to open an instance of the specified file)
- 2011-05-25 16:55:37下载
- 积分:1