PSO_SVM

说明：  模糊系统的matlab 使用手册 没有详细的函数说明和功能介绍(Matlab fuzzy system using the manual function of the lack of a detailed description and features)

Level Set evaluation

实现典型相关分析，电力系统暂态稳定程序，可以进行暂态稳定计算,IMC-PID是利用内模控制原理来对PID参数进行计算。( Achieve canonical correlation analysis, Power System Transient Stability Program, can be transient stability, The IMC- PID is using the internal model control principle for PID parameters is calculated.)

在OFDM系统下，采用LS、MMSE、DCT、lrmmse等方法进行信道估计(channal estimate)

说明：  最速下降法是迭代法的一种,可以用于求解最小二乘问题(线性和非线性都可以)。在求解机器学习算法的模型参数，即无约束优化问题时，梯度下降（Gradient Descent）是最常采用的方法之一，另一种常用的方法是最小二乘法。在求解损失函数的最小值时，可以通过梯度下降法来一步步的迭代求解，得到最小化的损失函数和模型参数值。反过来，如果我们需要求解损失函数的最大值，这时就需要用梯度上升法来迭代了。在机器学习中，基于基本的梯度下降法发展了两种梯度下降方法，分别为随机梯度下降法和批量梯度下降法。(The steepest descent method is a kind of iterative method, which can be used to solve the least squares problem (both linear and nonlinear). In solving the model parameters of machine learning algorithm, that is, unconstrained optimization, gradient descent is one of the most commonly used methods, and the other is the least square method. When solving the minimum value of loss function, the gradient descent method can be used step by step to get the minimum value of loss function and model parameters. Conversely, if we need to solve the maximum value of the loss function, then we need to use the gradient rise method to iterate. In machine learning, two kinds of ladders are developed based on the basic gradient descent method)

说明：  频域的模态参数识别方法之一，可以对振动信号进行分析处理，得出结构的固有频率，阻尼比，振型系数，方法很好，程序完整，(Frequency-domain modal parameter identification methods that can analyze the vibration signal processing, draw the structure of natural frequencies, damping ratio, mode shape coefficient, very good method, program integrity,)

一种空间电压矢量控制电动机的例子，有点复杂，适合研究比较深奥的matlab仿真(Example of a space voltage vector to control the motor, a bit complicated, appropriate to study more esoteric matlab simulation)

............... Mobile robot tracking of pre-planned paths ..................................................................................................................

本程序主要用于当存在信号不匹配时，产生阵列增益。(This routine is to produce the Array Gain, when there is signal mismatch.)

实现ECG和BCG信号采集和同步监测，对采集的信号进行了特征量提取并作出相应诊断，波形显示在液晶屏上。(Achieve ECG and BCG signal acquisition and simultaneous monitoring of the collected signals feature extraction and make the appropriate diagnosis, the waveform displayed on the LCD screen.)