immune2

说明：  MATLAB编程教程，对初学者非常有用。 请大家多用用MATLAB编程(MATLAB programming tutorial, very useful for beginners. Please keep on with the use of MATLAB programming)

火星轨道坐标系下的卫星动力学方程，用于航天工程计算(Mars satellite dynamic equations in orbit coordinate system )

MATLAB R2008图形与动画实例教程源程序(MATLAB R2008 graphics and animation tutorial source code examples)

In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar -xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets. (In this demo, I use the EM algorithm with a Rauch-Tung-Striebel smoother and an M step, which I ve recently derived, to train a two-layer perceptron, so as to classify medical data (kindly provided by Steve Roberts and Will Penny from EE, Imperial College). The data and simulations are described in: Nando de Freitas, Mahesan Niranjan and Andrew Gee Nonlinear State Space Estimation with Neural Networks and the EM algorithm After downloading the file, type "tar-xf EMdemo.tar" to uncompress it. This creates the directory EMdemo containing the required m files. Go to this directory, load matlab5 and type "EMtremor". The figures will then show you the simulation results, including ROC curves, likelihood plots, decision boundaries with error bars, etc. WARNING: Do make sure that you monitor the log-likelihood and check that it is increasing. Due to numerical errors, it might show glitches for some data sets. )

one neccessary program for neural network training in control

说明：  自适应遗传算法matlab代码，效果很好，可以参考使用。(Adaptive genetic algorithm matlab code, the effect is very good, can be used for reference.)

基于rbf网络的变压器故障诊断，用bp算法编写的matlab程序诊断变压器故障(Rbf network-based transformer fault diagnosis, written with the bp algorithm matlab program for Transformer Fault Diagnosis)

MATLAB Code for HEED protocol

UKF 在Matlab 下的实现 含有matlab的程序代码(UKF realization in Matlab)

这是LibSvm 使用说明学习心得以及libsvm在MATLAB应用中的接口程序(This is a learning experience, as well as LibSvm instructions libsvm interface in the MATLAB application program)