-
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
-
nn_matlab
matlab神经网络工具箱的实用指南，第一章是神经网络的基本介绍，第二章包括了由工具箱指定的有关网络结构和符号的基本材料以及建立神经网络的一些基本函数，例如new、init、adapt和train。第三章以反向传播网络为例讲解了反向传播网络的原理和应用的基本过程。(matlab neural network toolbox of the Practical Guide, chap neural network are the basic introduction, chapter II, including designated by the toolbox on the network structure and symbols of the basic materials, as well as neural network set up some basic functions, such as new, init, adapt and train. Chapter III in order to reverse the spread of the network as an example to explain the back-propagation networks, the basic principle and application process.)
- 2009-03-24 09:13:55下载
- 积分：1
-
Etcheverry_Jose_R_200811_PhD_thesis
Most countries are facing a multiplicity of challenges directly related to the
pr ent ways in which they currently generate and use energy. Human-induced climate
change, rising pollution levels, decreasing energy security, and resource wars are all
increasingly linked to the widespread use of non-renewable sources of energy. These
interrelated challenges present an ongoing and pressing policy-making dilemma to
develop and implement sound energy solutions. Evidence regarding the imperative need
for creative energy solutions is amassing a variety of reputable sources. The Fourth
Assessment Report by the Intergovernmental Panel on Climate Chance (IPCC) ranks
amongst the most salient of these sources. This IPCC report clearly points out that drastic
reductions in the use of fossil fuel use are essential to reduce greenhouse gas (GHG)
emissions to thereby minimize the most detrimental impacts of climate change.
- 2014-12-23 04:04:34下载
- 积分：1
-
Differential_equation_algorithm_MATLAB_Programming
MATLAB程序设计微分方程算法教程MATLAB程序设计微分方程算法教程(MATLAB Tutorial MATLAB programming algorithm Differential Equations Algorithm Programming Guide)
- 2010-08-02 14:05:26下载
- 积分：1
-
wave
很好的小波实用基础程序,实用方便，可用于一维，二维信号处理(a useful wavelet program can be used in signal processing)
- 2009-12-14 12:41:43下载
- 积分：1
-
music_sim
Simulation of DOA estimation using MUSIC alg
- 2011-04-28 23:05:15下载
- 积分：1
-
3
说明： matlab SIMULINK Arabic tutorial part 3
- 2014-10-10 14:03:19下载
- 积分：1
-
InterferenceCancellation
Interference Cancellation s matlab program
- 2008-01-27 04:27:26下载
- 积分：1
-
混合算法解决TSP问题的MATLAB程序 aco-ga-pso-tsp
一个集合遗传算法，蚁群算法，粒子群算法的混合算法解决TSP问题的MATLAB程序(A collection of genetic algorithm, ant colony algorithm, the hybrid particle swarm optimization algorithm to solve TSP problems MATLAB program)
- 2021-04-08 17:09:00下载
- 积分：1
-
gardner
定时恢复在接收机中是必不可少的环节，只有定时恢复环节性能良好才能正确解调出信号。 位同步-gardner算法(Timing recovery is an essential part of the receiver, and the signal is demodulated correctly only when the timing recovery is in good performance.)
- 2017-12-18 11:57:51下载
- 积分：1
