Introduction-to-Probability-Models

使用c-均值聚类算法在IRIS数据上进行聚类分析，随机选择三个初始聚类中心，经过多次迭代，最终将150个样本分为三类。(Use c-means clustering algorithm in the IRIS data on the cluster analysis, three randomly chosen initial cluster centers, through a series of iterative, 150 samples will eventually fall into three categories.)

Bit Error Rate for BPSK Modulation in Rayleigh Channel

Abstract：An improved GSO (Group Search Optimizer)Algorithm with predictive model is introduced in this paper． MATLAB implementation of the improved Group Search Optimizer Al gorithm is described in detail．This paper introduced the concept of function optimization and apphed the im proved algorithm to a function optimization example．

说明：  数值计算方法—— 用matlab仿真实现牛顿迭代计算——源程序(iterative calculation method)

飞行器空速校正，依据环境的海拔，温度和空气密度(Aircraft calibrated airspeed, altitude based on the environment, temperature, and air density)

LMS的自适应回声滤波器代码，应用于MATLAB软件～(LMS adaptive echo filter code, used in MATLAB software ~)

order to be able to do whatever we want with the given dynamic system under control input, the system must be controllable

基于经典的优化算法--模拟退火算法的旅行商问题寻优实现，该算法比较经典，可用于后续一些性能对比分析(The traveling salesman problem-- the classical optimization algorithms and simulated annealing algorithm is implemented based on the algorithm, compare the classic, can be used for the analysis of subsequent performance comparison)

计算大气折射修正，利用分段模型，采用matlab软件编程计算(matlab caculate the refraction of atmoshpere)

OFDM系统中基于注水算法的功率分配,有助于深入了解注水算法的原理(power allocation based on waterfilling algorithm for OFDM systems，It helps to understand the principles of water-filling algorithm)