本地的第 2 部分线性模型树

支持向量机作为统计学习理论的实现方法，能很好地解决非线性和高维数问题，克服了神经网络方法收敛慢、解不稳定、推广性差的缺点，近年来得到了广泛地研究，在模式识别、信号处理、控制、通讯等方面得到了广泛地应用。(Support Vector Machine as the implementation of statistical learning theory approach, can be a good solution to the nonlinear and high dimension problem, the neural network method to overcome the slow convergence, solution instability, bad promotion of sexual shortcomings, in recent years has been widely studied, at pattern recognition, signal processing, control, communications, etc. has been widely applied.)

The best book I have been seeing for Sound and using digital signal processing

可以测时延，进行平滑，OFDM信号，有效的进行MUSIC算法估计(Can measure delay, perform smoothing, OFDM signal, and effectively perform MUSIC algorithm estimation)

基于CEC——2017benchmark测试集，计算最优 修正的果蝇算法，弥补原始果蝇算法在负数集上的缺失(modify fruit fly optimization)

说明：  PIO 神经元网络从结构上可以分为输入层、隐含层和输出层三层， n 个控制量的 PID 神经元网络包含 n 个并列的相同子网络 ，各子网络间既相互独立 ， 又通过网络连接权值相互联系。每个子网络的输入层有两个神经元，分别接收控制量的目标值和当前值。每个子网络的隐含层 由比例元、积分元和微分元构成(The structure of PIO neural network can be divided into three layers: input layer, hidden layer and output layer. The PID neural network with n control variables consists of N parallel identical sub-networks. Each sub-network is independent of each other and is connected with each other through network connection weights. The input layer of each subnetwork has two neurons, which receive the target value and the current value of the control quantity respectively. The hidden layer of each subnetwork is composed of proportional element, integral element and differential element.)

Simulates MPSK Modulator/Demodulator. Simulink Platform - Matlab 7.0

说明：  对图像进行细化和提取骨架操作，还是那句话，绝对原创(read an image and proccessed with matlab to get its skeleton and the result of thin)

应用背景应用于大数据挖掘自变量降维，降维、聚类、回归分析，可进行偏最小二乘回归分析关键技术GA变量选择算法，综合考虑因变量与自变量的相关性，得到较低维的自变量和较高的交叉有效性值

说明：  vb调用MATLAB的程序说明,非常好用(vb call the MATLAB program that is very easy to use)

代码实现了超宽带基本定位算法，包括TOA,TDOA,以及TOA三维定位，所有代码已经在matlab 7.1下调试通过(The code is about basic positioning alogrithm of UWB,including TOA,TDOA and the 3d positioning of TOA,all of them is debuged successfully on matlab 7.10.)