LEACH.wsnlab.ir-(1)

说明：  用matlab语言写的EM(Expectation maximization)算法,用于模式分类(Matlab language used to write the EM (Expectation maximization) algorithm for pattern classification)

RBF神经网络一步预测 - Prediction_RBFMain_RBF.m(RBF神经网络一步预测- Prediction_RBFMain_RBF.m)

说明：  MATLAB产生正弦波源程序txt文件，其中位宽为10，单位长为4096(MATLAB generates a sine wave source txt file, which is 10 bits wide, the unit of length 4096)

说明：  用matlab实现启发式算法布谷鸟算法，用于生产优化(New heuristic- CS algorithm for the production optimization problem using matlab )

ultrasound image segmentation

用matlab编写的程序，关于MATLAB图像处理的基本操作。(Matlab prepared by the procedure, basic operations on the matlab image processing)

】通过建立倒立摆系统的数学模型,应用状态反馈控制配置系统极点设计倒立摆系统的 控制器,实现其状态反馈,从而使倒立摆系统稳定工作。之后通过MA TLAB 软件中Simulink 工具对倒立摆的运动进行计算机仿真,仿真结果表明,所设计方法可使系统稳定工作并具有良 好的动静态性能(] Through the establishment of an inverted pendulum system mathematical model, the application of state feedback control design configuration of the system pole inverted pendulum system controller, to achieve its state-feedback, so that the work of the inverted pendulum system is stable. After the adoption of MA TLAB software Simulink tool for inverted pendulum movement of the computer simulation, simulation results show that the design work will enable the system is stable and has good static and dynamic performance)

Feature selection methods for machine learning algorithms such as SVR, including one filter-based method (CFS) and two wrapper-based methods (GA and PSO). The gridsearch is for the grid search for the optimal hyperparemeters of SVR. The SVM_CV is for the k-fold cross-validation of SVR. All the programs are flexible and could be implemented by the users themselves.

Dominant-set聚类算法，主要用于图像分割，检索等(Dominant-set clustering algorithm, mainly for image segmentation, search)

单纯型法程序，很基础，很方便学习单纯型法(Simplex method procedure, very basic, very convenient to learn simplex method)