asg2_01

粒子群寻优。 利用粒子群寻优的方法，对神经网络进行训练。(Particle swarm optimization. The use of particle swarm optimization method for neural network training.)

PPT文件，关于matlab软件所有的工具箱的介绍和使用(it s a powerpoint of matlab on all toolboxes.)

此资料对fmincon优化函数的功能进行了详细的描述，对我们在编程中对优化函数的使用很有帮助。(This information is optimized function fmincon functions were described in detail in our programming for optimizing the use of helpful functions.)

Kohonen MAP Self Organized

css角点检测基于matlabgui的gui程序(css corner detection procedures based on matlabgui the gui)

智能天线算法，阵列天线波束成形，增益对准有用信号方向，抑制干扰信号(Smart antenna matlab algorithm, linear array antenna beam forming, the alignment direction of the useful signal, interference suppression direction)

this is dynamic voltage restorer source program

说明：  有脉冲干扰 下的柔性机械臂的模糊控制方法。采用神经网络训练出来的T—S模糊控制器，控制效果不错。只有仿真模块，没有文字说明。(pulse interference with the interference of fuzzy manipulator control methods. Using neural network training, the T-S fuzzy controller, control effectiveness. Only Simulation Module, there is no written statement.)

支持向量机的Matlab实现，支持多分类，据有GGUI操作界面，简单易懂易懂，其中包含输入输出数据。 (Support multi-classification support vector machine, the Matlab implementation, according to GGUI operation interface, easy to understand and easy to understand, which contains the input and output data.)

In theory, this algorithm tends to provide good generalization performance at extremely fast learning speed.(The experimental results based on a few artificial and real benchmark function approximation and classification problems including very large complex applications show that the new algorithm can produce good generalization performance in most cases and can learn thousands of times faster than conventional popular learning algorithms for feedforward neural networks)