研究稀疏算法KSVD工具箱

对分类结果的精确度的统计，得出分类结果是否符合要求(The results of the classification accuracy of the statistics, the classification results obtained whether it meets the requirements)

用matlab编了一个damping程序，希望大家有帮助(Matlab made with a damping process, I hope everyone has to help)

一个关于c均值的聚类源程序,在matlab下运行(one on the c-means clustering source, operating under the Matlab)

Training Artificial Neural Network. XOR Problem. Summation Units, Log-Sigmoid Neurons with Biases. Input Layer: 2, Hidden Layer: 2, Output Layer: 1 neurons. Returns mean square error between desired and actual outputs. Reference Papers: D. Karaboga, B. Basturk Akay, C. Ozturk, Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks, LNCS: Modeling Decisions for Artificial Intelligence, 4617/2007, 318-329, 2007. D. Karaboga, C. Ozturk, Neural Networks Training by Artificial Bee Colony Algorithm on Pattern Classification, Neural Network World, 19(3), 279-292, 2009. */

说明：  能够递归实现输电断面的识别；功能强大；谱聚类算法，IEEE39,14节点测试通过。可以自由拓展，对电力系统研究方向的同学有用(It can recognize transmission section recursively, and has powerful function. The spectrum clustering algorithm has passed the test of IEEE39,14 nodes. It can be expanded freely and is useful for students who are studying the direction of power system research.)

green project in matlab

说明：  一个数如果恰好等于它的因子之和，这个数就称为“完数”，编写程序找出2～5000中的所有完数。(If a number is just equal to the sum of its factors, this number is called &quot complete number&quot , written procedures to identify 2 to 5000 in the number of all finished.)

说明：  蚁周算法的Matlab程序，可运行，图像可视化，但速度较慢(Matlab algorithm ants week program can be run, image visualization, but slower)

这是一种很好的画FFT谱matlab程序，里面讲解详细，一看就懂，很实用的(This is a very good picture FFT spectrum matlab, which explain in detail, a see understand, very practical )

bp神经网络中激活函数的改进，与logsig12结合使用(bp neural network activation function improvement, to be used in conjunction with the logsig12)