D2Q9-2D

说明：  基于AI控制器的光伏与双馈风电混合电网集成,对风机、传动轴、发电机、控制系统、电网进行仿真模型(Integration of photovoltaic and doubly-fed wind power hybrid grid based on AI controller, simulation model for fan, drive shaft, generator, control system and power grid)

matlab的学习书籍，供工程技术人员以及大学教师和学生使用的一本好书。(Matlab learning books for engineering and technical personnel as well as university teachers and students use of a good book.)

光栅模式传输 运用耦合模理论，有公式推导，直接明了，可以更改参数(Optical fiber grating transmission function simulation and may, according to the need of reality, change all kinds of parameters )

卡尔曼滤波算法程序 和集成学习算法程序。(Kalman filter algorithm program)

一般周期调制信号下的模拟ppm信号matlab仿真(general cycle modulation signal simulation ppm Matlab Signal Simulation)

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.

该程序用一个实例进行演示线性回归方程的建立。(The procedures used to establish an instance demonstrates the linear regression equation.)

说明：  灰色理论在负荷预测中的应用,利用MATLAB实现。(Gray theory in load forecasting application)

说明：  基于非负矩阵分解的语音分离方法，matlab实现(NMF-based speech separation method, matlab implementation)

Participle Swarm optimization on matlab