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pid自适应控制器学习和程序大家学习，很好用的(广告)

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.

判断序列是否为混沌序列的kolmogorov熵值和李雅普诺夫指数计算(Determine whether a sequence is the Kolmogorov entropy of chaotic sequence and calculation of Lyapunov exponent)

matlab下的机器人避障的软件，比较简单清爽的界面，可以控制开始停止(matlab under the robot obstacle avoidance software, relatively simple and fresh interface, you can control start stop)

[Numerical Methods in Engineering with MATLAB]2005

dynamic voltage restorer with five level diode clamp inverterdynamic voltage restorer with five level diode clamp inverterdynamic voltage restorer with five level diode clamp inverter

说明：  基于matlab的语音信号提取与处理程序(Based on matlab voice signal extraction and processing procedures)

这是放大10倍后的用数值微分法生成直线的程序(This is the enlarged 10 times the numerical differential method to create line procedures)

说明：  修正文档，利用matlab对初始值和优化值的偏差系数进行计算，计算结果做修正分析(Revised document, the use of matlab optimization of the initial value and the deviation coefficient is computed and the results do correction of the)

This matlab file explains the operation of Boost and buckboost converter with open loop as well as closed loop operation for voltage regulation and power factor improvement.