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stprtool
统计模式识别工具箱(Statistical Pattern Recognition Toolbox)包含:
1,Analysis of linear discriminant function
2,Feature extraction: Linear Discriminant Analysis
3,Probability distribution estimation and clustering
4,Support Vector and other Kernel Machines(
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm )
- 2009-03-13 17:03:40下载
- 积分:1
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RSA-digital-signature
RSA 数字签名 matlab实现 是密码学中一个重要的签名算法(RSA digital signature cryptography matlab implementation are an important signature algorithm)
- 2009-03-13 22:46:17下载
- 积分:1
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SGA2
模拟退火算法和遗传算法相结合,构建的模拟退火遗传算法,实现优势互补!!(Simulated annealing algorithm is combined with genetic algorithm, simulated annealing genetic algorithms to construct, realize the complementary advantages!!
)
- 2014-11-30 08:55:36下载
- 积分:1
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MATLABcode30intelligent-algorithms
MATLAB智能算法30个案例分析 源代码 有各种智能算法,如遗传算法,免疫算法,神经网络的实现(Intelligent algorithm MATLAB source code 30 case studies have a variety of intelligent algorithms, such as genetic algorithm, immune algorithm, neural network implementations)
- 2015-02-09 09:53:26下载
- 积分:1
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Coper-algoritm
this an algorit for end point detecction , named COPER, inside the article explain the procedure to calculate this algort
- 2013-05-07 08:56:21下载
- 积分:1
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PSO
matlab 遗传算法GA,粒子群算法PSO,蚁群算法AS
前段时间上智能计算方法实验课上,自己做的程序。帖到这里,希望有人能改进它们,交流经验这样更有价值。
遗传算法解决最小生成树问题,PURFER编码。
粒子群算法做无约束最优化问题。
蚁群算法解决TSP问题。
如果有宝贵经验希望能交流一下,谢谢,呵呵(matlab genetic algorithm GA, particle swarm optimization PSO, ant colony algorithm for calculation of AS some time ago on the intelligent test classes, make their own procedures. Quote here, hope someone can improve them, and exchange of experience which is more valuable. Genetic algorithm to solve the minimum spanning tree problem, PURFER coding. Particle swarm optimization to do unconstrained optimization problem. Ant colony algorithm to solve the TSP problem. If there is hope to exchange our experience, thank you, He He)
- 2009-11-12 15:17:50下载
- 积分:1
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BregmanCookbook_v30
基于bregman算法在一维、二维、三维信号处理中的应用matlab工具箱(This toolbox provides the source code associated with the Bregman Cookbook
Doc:
- BregmanCookbook.pdf
In 1D:
-L1_SplitBregmanIteration.m : performs the recovery of a sparse signal affected by a known linear operator
In 2D:
-AddCurveletArray.m : sum the curvelet coefficients of two decomposition structures
-AddFrameletArray.m : sum the framelet coefficients of two decomposition structures
-ATV_NB_Deconvolution.m : performs the Nonblind Anisotropic Total Variation Deconvolution
-ATV_ROF.m : performs the Anisotropic Total Variation Denoising
-ITV_ROF.m : performs the Isotropic Total Variation Denoising
-Curvelet_NB_Deconvolution.m : performs the Nonblind Deconvolution based on Curvelet sparsity
-Framelet_NB_Deconvolution.m : performs the Nonblind Deconvolution based on Framelet sparsity (Analysis approach)
-Framelet_NB_Deconvolution2.m : performs the Nonblind Deconvolution based on Framelet sparsity (Synthesis approach)
-ShrinkCurvelet.m : performs the shrinkage of cu)
- 2012-05-27 09:56:08下载
- 积分:1
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Fuzzy_PI_Controller_2nd_order_sys
fuzzy PI control for dynamic system
- 2015-04-04 11:40:44下载
- 积分:1
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时频域特征值处理
说明: 机床时频域信号特征提取,包括均方根值、峰值、峰值因子、峭度因子、脉冲因子、裕度系数、波形因子、功率谱密度、频率方差、均方频率(Eigenvalue extraction)
- 2020-12-15 15:26:54下载
- 积分:1
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HuMoment
Hu矩的计算,通过Hu矩计算可以实现图像的旋转、平移的不变特性(Hu Moment, can be achieved by Hu Moment of image rotation, translation invariant features)
- 2010-07-02 09:36:45下载
- 积分:1