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MyKmeans
实现聚类K均值算法: K均值算法:给定类的个数K,将n个对象分到K个类中去,使得类内对象之间的相似性最大,而类之间的相似性最小。 缺点:产生类的大小相差不会很大,对于脏数据很敏感。 改进的算法:k—medoids 方法。这儿选取一个对象叫做mediod来代替上面的中心 的作用,这样的一个medoid就标识了这个类。步骤: 1,任意选取K个对象作为medoids(O1,O2,…Oi…Ok)。 以下是循环的: 2,将余下的对象分到各个类中去(根据与medoid最相近的原则); 3,对于每个类(Oi)中,顺序选取一个Or,计算用Or代替Oi后的消耗—E(Or)。选择E最小的那个Or来代替Oi。这样K个medoids就改变了,下面就再转到2。 4,这样循环直到K个medoids固定下来。 这种算法对于脏数据和异常数据不敏感,但计算量显然要比K均值要大,一般只适合小数据量。(achieving K-mean clustering algorithms : K-means algorithm : given the number of Class K, n will be assigned to target K to 000 category, making target category of the similarity between the largest category of the similarity between the smallest. Disadvantages : class size have no great difference for dirty data is very sensitive. Improved algorithms : k-medoids methods. Here a selection of objects called mediod to replace the center of the above, the logo on a medoid this category. Steps : 1, arbitrary selection of objects as K medoids (O1, O2, Ok ... ... Oi). Following is a cycle : 2, the remaining targets assigned to each category (in accordance with the closest medoid principle); 3, for each category (Oi), the order of selection of a Or, calculated Oi Or replace the consumption-E (Or))
- 2005-07-26 01:32:58下载
- 积分:1
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(ebook---pdf)-Matlab-CPP-Math-Library-Reference-v
matlab ebook for electroniks
- 2011-05-07 04:40:36下载
- 积分:1
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jppfm
相信做PWM的同学看见这个比较高兴,希望可以对您有帮助,谢谢支持。(PWM do believe that the students see the comparison that he hopes can be helpful to you, thank you support.)
- 2006-06-29 18:46:56下载
- 积分:1
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802.11a model
说明: 802.11a 的仿真模型,适合Matlab6.5和7.0的版本(802.11a simulation model for Matlab6.5 and version 7.0)
- 2005-09-17 19:06:39下载
- 积分:1
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sliding_quarter_car
在Matlab simulink环境下编写的在滑模控制模型的四分之一车模型。 经仿真效果很好(In Matlab simulink environment written in the quarter-car model sliding mode control model. The simulation works well)
- 2014-12-14 12:18:21下载
- 积分:1
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FEMmatlab
四边形八节点等参元matlab程序,word文件,里边附带例题和源代码,并且有ANASY结果比较(Eight node isoparametric quadrilateral element matlab program)
- 2014-12-17 22:25:28下载
- 积分:1
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matlab-kalman
这是一个用MATLAB编写卡尔曼滤波算法的程序(This is a program)
- 2011-12-04 10:40:58下载
- 积分:1
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A10248044shuxuejianmo
研究生数学建模优秀论文,matlab,2012(2012 modeling paper)
- 2014-09-22 00:15:38下载
- 积分:1
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GAcontinuous
it is about continous ga
- 2011-11-18 03:58:46下载
- 积分:1
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cavity
I uploaded sample code for SIMPLE-algorithm and solving lid-driven cavity flow test.
It has a lot of shortcomings, but I think that it will be useful for all newcomers. I intend to develop it further, but now it very slowly converges. All notes will be useful, and hope it can be discussed.
- 2014-01-26 18:24:22下载
- 积分:1