Grefenstette

matlab最优化计算，主要包括遗传算法、粒子群算法以及二次规划(matlab optimization calculation, including genetic algorithms, particle swarm algorithm and quadratic programming)

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.

通过本课程学习，使学生掌握利用MATLAB进行数值计算的基本方法，熟悉MATLAB编程环境、语言语法、程序结构、编程及调试技术，掌握MATLAB中M文件、M函数编写方法及调试技术、MATLAB的绘图和图形控制函数等内容，上机练习MATLAB数值解算方法，具备上机操作的技能，学习MATLAB在电气工程学科中的建模与分析方法，为后续专业课程学习奠定基础。 (Through this course, students master the basic methods of numerical calculation using MATLAB, familiar with the MATLAB programming environment, language syntax, program structure, programming and debugging techniques, master MATLAB M-file, prepared by the M function method and debugging techniques, MATLAB graphics control functions, such as content and graphics on exercises MATLAB numerical solution method, with computer operation skills, learning modeling and analysis of MATLAB in electrical engineering disciplines, to learn lay the foundation for subsequent professional courses.)

matlab example for photovoltic

MATLAB6.5辅助小波分析与应用,不错的一本学习教程(Wavelet analysis and application of auxiliary MATLAB6.5)

西安交大Malab教学视频，从入门到精通，易于学习，用时少。(Xi' an Jiaotong University Malab teaching video, from the entry to the master, easy to learn, with less time.)

这个是我个人编写的短时傅里叶变换的函数matlab.适用于语音压缩与语音分析.在其中可以加入一些自己的代码，即可改成phase vocoder(this is the STFT function which is wrote by myself(matlab). It is suit for speech compression and analyse. if you add some code in it, it can turn to a phase vocoder straightforward. )

Root-MUSIC，PM，MUSIC算法的比较，详细介绍了这几种算法的优略，给出了详细的数据分析(Root-MUSIC, PM comparison, MUSIC algorithm, described in detail the advantages of these types of algorithm slightly, gives a detailed analysis of the data)

BUSSYSTEME IN DER FAHRZEUGTECHNIK

二维全息谱，专用于旋转机械故障诊断程序！(An identification method of thermal bend is presented based on the 2D-holospectrum technique.)