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NewK-means-clustering-algorithm
说明： 珍藏版，可实现，新K均值聚类算法，分为如下几个步骤：
一、初始化聚类中心
1、根据具体问题，凭经验从样本集中选出C个比较合适的样本作为初始聚类中心。
2、用前C个样本作为初始聚类中心。
3、将全部样本随机地分成C类，计算每类的样本均值，将样本均值作为初始聚类中心。
二、初始聚类
1、按就近原则将样本归入各聚类中心所代表的类中。
2、取一样本，将其归入与其最近的聚类中心的那一类中，重新计算样本均值，更新聚类中心。然后取下一样本，重复操作，直至所有样本归入相应类中。
三、判断聚类是否合理
采用误差平方和准则函数判断聚类是否合理，不合理则修改分类。循环进行判断、修改直至达到算法终止条件。(NewK-means clustering algorithm ，Divided into the following several steps:
A, initialize clustering center
1, according to the specific problems, from samples with experience selected C a more appropriate focus the sample as the initial clustering center.
2, with former C a sample as the initial clustering center.
3, will all samples randomly divided into C, calculate the sample mean, each the sample mean as the initial clustering center.
Second, initial clustering
1, according to the sample into the nearest principle clustering center represents the class.
2, as this, take the its recent as clustering center of that category, recount the sample mean, update clustering center. And then taking off, as this, repeated operation until all samples into the corresponding class.
Three, judge clustering is reasonable
Adopt error squares principles function cluster analysis.after clustering whether reasonable, no reasonable criterion revisio)
- 2011-04-06 20:45:56下载
- 积分：1
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lyapunov
李指数计算，该函数用来计算时间序列的最大Lyapunov 指数--Wolf 方法(Lee index calculation, the function is used to calculate the time series of the largest Lyapunov exponent- Wolf method)
- 2013-10-02 01:44:48下载
- 积分：1
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SLP
single layer perceptron algorithm
- 2011-11-15 14:17:39下载
- 积分：1
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ea-turbo-v2
turbo codes in matlab
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- 积分：1
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GADA_FOC
说明： Direct and indirect vector control of the double fed induction generator (DFIG) for a wind turbine application_Mr Taibi Djamel
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AntSystem-WithPlay
MATLAB蚁群算法源程序，和大家一起分享！和大家一起多多交流学习！(MATLAB source code ant colony algorithm, and to share with everyone! Learn more exchanges with everyone!)
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eemd2010
Matlab code of EMD analysis
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VENSFD
matlab开发的元胞自动机交通流仿真程序(matlab traffic program)
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CBWH_IET_CV
color image rgb conversion
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Root-MUSIC-MATLAB
music算法 声源定位 3.Root-MUSIC算法MATLAB程序(source location)
- 2013-04-21 20:05:37下载
- 积分：1
