SingleRelaxation

XOR问题是神经网络里面一个经典的问题，本例子使用Matlab自编SVM对XOR问题进行解决~(XOR problem is a classical neural network inside the issue, the examples of the use of Matlab for self-SVM to solve the XOR problem ~)

对adc采样信号进行频谱分析，计算信噪比，有效位数等等重要参数(Adc sampling signal for spectrum analysis, calculate SNR, the effective number of bits so the important parameters)

this code is to classify objects based on their roundness using bwboundaries, a boundary tracing routine.

In this paper, we introduce a new machine-learning-based data classification algorithm that is applied to network intrusion detection. The basic task is to classify network activities (in the network log as connection records) as normal or abnormal while minimizing misclassification. Although different classification models have been developed for network intrusion detection, each of them has its strengths and weaknesses, including the most commonly applied Support Vector Machine (SVM) method and the Clustering based on Self-Organized Ant Colony Network (CSOACN). Our new approach combines the SVM method with CSOACNs to take the advantages of both while avoiding their weaknesses. Our algorithm is implemented and evaluated using a standard benchmark KDD99 data set. Experiments show that CSVAC (Combining Support Vectors with Ant Colony) outperforms SVM alone or CSOACN alone in terms of both classification rate and run-time efficiency.

两个复正弦加白噪声随机过程之和。用MUSIC方法进行信号频率谱估计。(The sum of two complex sinusoidal added white noise random process.The MUSIC method is used to estimate signal frequency spectrum.)

一种光伏发电基于滑膜控制的MPPT跟踪算法(PV MPPT tracking algorithm based on synovial control)

orient for fingerprint

图像插值放大，最近邻，双线性，双三次matlab实现(The image interpolation enlarge nearest neighbor, bilinear, bicubic matlab achieve)

matlab语言编写的仿真航行体6个自由度运动圆形轨迹生成(matlab simulation languages voyage round body of 6-DOF motion trajectory generation)

一个matlab读取摄像头数据并显示成图像的程序(A matlab read camera data and displayed as an image program)