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K-meanCluster
How the K-mean Cluster work
Step 1. Begin with a decision the value of k = number of clusters
Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following:
Take the first k training sample as single-element clusters
Assign each of the remaining (N-k) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster.
Step 3 . Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample.
Step 4 . Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments. (How the K-mean Cluster workStep 1. Begin with a decision the value of k = number of clusters Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following: Take the first k training sample as single-element clusters Assign each of the remaining (Nk) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster. Step 3. Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample. Step 4. Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments.)
- 2007-11-15 01:49:03下载
- 积分:1
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Newton-matlab
Newton牛顿迭代法解非线性方程,这个程序挺不错的,分享给大家(Newton-matlab)
- 2010-11-13 15:55:29下载
- 积分:1
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zzxymath_matlab_program
数学实验与Matlab程序zxymath_matlab_program
对于初学者,是一份不错的自学资料.
(Matlab mathematical and experimental procedures zxymath_matlab_program right in the beginners, is a good self-study information.)
- 2007-03-18 11:38:47下载
- 积分:1
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UL_v1.2
维也纳科技大学编写的LTE上行链路级仿真,比较珍贵的资料。(Attach is the valuable simulation program of LTE uplink by tuwien.)
- 2013-11-27 11:18:59下载
- 积分:1
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OFDM-channel-estimation-methods
OFDM信道估计的几种方法的仿真,包括最小二乘(LS)法、最小均方误差(MMSE)法、线性最小均方误差(LMMSE)法以及奇异值(SVD)分解法等,毕设资料,非常珍贵(several OFDM channel estimation methods,which contains the least-squares (LS), the minimum mean square error (MMSE), the linear minimum mean square error (LMMSE) and the singular value decomposition (SVD))
- 2021-04-14 13:08:55下载
- 积分:1
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AirTrafficController
Air traffic controller
- 2011-12-16 14:04:35下载
- 积分:1
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mxulie
用matlab产生m序列的程序,很好的程序,好不容易找到的,可以下载.(M sequences generated by matlab procedures, good procedures, hard to find, and can be downloaded.)
- 2007-09-09 21:04:27下载
- 积分:1
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pso1
一些spo程序,用matlab编程实现的,需要的请看看吧(Some SPO procedures, using matlab programming to achieve, need look and see)
- 2007-12-07 09:34:14下载
- 积分:1
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Rayleigh-Fading-Channel-Simulatiom
无线衰落信道之瑞利衰弱的仿真 可以做出多径瑞利的仿真
(Simulation of Rayleigh weak)
- 2011-05-17 05:20:37下载
- 积分:1
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paper4
LTE 上行干扰协调技术的研究.pdf (Research LTE uplink interference coordination techniques)
- 2014-11-02 20:48:23下载
- 积分:1