资源列表
SVM
- SVM分类器的matlab实现，针对提供的花的特征分类，并交叉验证(The matlab implementation of SVM classifier aims at providing the feature classification of flowers and cross validation)
DPC
- 基于密度的聚类方法，能够对任意形状进行聚类(The density-based clustering method that can cluster any shape)
PV
- 根据已有的经验公式，用蒙特卡罗法来模拟电动汽车24h内各时刻的充电功率需求(According to the existing empirical formula, the Monte Carlo method is used to simulate the charging power demand of the electric vehicle 24h at all times)
resample
- 完成对语音信号的重采样操作，并且有GUI信号(signal resample GUI in MATLAB)
VaR-EWMA& Historical simulation
- 用EWMA（garch（1，1））模型进行计算，rolling window的形式(use the method of rolling window size equals to 250, adopt EWMA model which also calls Garch(1,1) to calculate the Value at Risk)
1
- 小波神经网络预测水文数据，径流数据等等，输入层为4天的水位，输出为预测的水位(The wavelet neural network predicts hydrological data, runoff data and so on. The input layer is 4 days water level, and the output is the predicted water level)
程序源代码和模型
- 基于MATLAB Simulink通信系统建模与仿真 程序源代码和模型(Modeling and Simulation of Communication System Based on MATLAB Simulink Program source code and model)
BatteryChargeController
- 针对锂离子电池，建立电池模型，对于电池剩余电量进行估算，采用安时积分法，效果还可以(The lithium ion battery, a battery model, to estimate the remaining battery power, the current time integral method, the effect can also be)
MMA
- 移动渐进线法，两个源程序，用于优化求解器。具体如何应用需要自己去学习1(THE METHOD OF MOVING ASYMPTOTES)
Apress.MATLAB.Deep.Learning.1484228448
- deep learning with matlab
Domain Decomposition
- 用matlab编写的区域分解的程序，好用的程序(Domain Decomposition)
模型预测控制(全面讲解)
- 对模型预测控制原理的详细讲解，强烈推荐新手如门学习(descr iption for MPC in detail)