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说明：  高斯过程算法在回归和分类中的应用程序。与书本《基于高斯过程的机器学习》配套。本程序是最新的v3.1版，更新于2010-09-27(Gaussian process regression and classification algorithm in the application. And the book &quot machine learning based on Gaussian process&quot support. This program is the latest v3.1 version, updated on 2010-09-27)

蚁群算法的matlab源码 蚁群算法的matlab源码 蚁群算法的matlab源码 (Ant colony matlab source code ant colony algorithm Ant colony algorithm matlab source code matlab source)

非平衡数据集的分类问题经常出现在许多实际应用中.支持向量机在处理这一类问题时,整体分类性能比较低.为此,Veropoulos提出的采用不同惩罚系数的改进算法可以较好的解决此类问题.此外,可以利用序列最小优化算法简单快速的解决上述优化问题.(Non-equilibrium data sets classification problems often appear in many practical applications. Support Vector Machine in dealing with this type of issue, the overall classification performance is relatively low. To this end, Veropoulos proposed punishment coefficient using different algorithms can improve the better solution such issues. In addition, can use the Sequential Minimal Optimization algorithm is simple and fast solution to the above optimization problem.)

遗传算法改进的模糊C均值聚类的matlab源程序 可以运行 格式需要更改(Improved genetic algorithm fuzzy C-means clustering can run the matlab source code need to change format)

建立了铰接车六自由度线性模型，用于分析半挂汽车等铰接列车的动力学分析(Six degrees of freedom to establish a linear model articulated truck, trailer and automobile for the analysis of the dynamics of articulated trains)

High Pass Filter for some frequency

用来编制FDTD用户界面，只需对callback做出修改就可得调用(used for the preparation of FDTD user interface, only the callback can make changes in the call)

一种实现自适应波束形成算法,可用来进行阵列天线的DOA估计，并实现对干扰信号滤除(An implementation of adaptive beamforming algorithms can be used to estimate DOA array antenna and filter out interfering signals to achieve)

聚类的工具箱，十分的全面，推荐大家使用....(the clustering toolbox for matlab，and it is very useful)

这是一个MADLAB的例程,对于数学建模有很大帮助(This is a MADLAB routines are very helpful for mathematical modeling)