One-dimensional

Generation of Binomial random variables from uniform random variable

说明：  周克敏 鲁棒控制基础 （essential of robust control ） 部分习题(周克敏the basis of robust control (essential of robust control) part of Exercises)

说明：  三层bp matlab版，输入输出可选，训练样本可选(Three-bp matlab version, input and output optional optional training samples)

本例研究利用Matlab工具箱的BP网络仿真某系统故障的预测,假设3个故障的样本分别为(1 1 0), (0 1 1)(1 0 1), 3个故障分别编码为(1 0), (0 1), (1 1),下面利用BP工具函数设计网络,用自适应学习率算法进行BP的设计、训练和仿真。(cases using the Matlab toolbox BP network simulation of a system fault forecast Assuming three fault samples were (1 1 0), (0 1 1) (1 0 1) three failures were coded as (1 0), (0), (1), below BP network design tool function, Adaptive learning rate BP algorithm design, simulation and training.)

PSO算法和最速下降法混合算法，求解单目标优化问题，测试函数是非线性方程组，解决MinF(x)的问题。(PSO algorithm and steepest descent method hybrid algorithm for solving single-objective optimization problem, the test function is non-linear equations, solving MinF (x) of the problem.)

采用解调分析方法，从信号中提取调制信息，分析其强度和频次就可以判断研究对象（诸如机械零件）损伤的程度和部位。(Using the demodulation method, the modulation information is extracted from the signal, the strength and frequency analysis can determine the study (such as mechanical parts) and location of the degree of damage.)

智能天线代码，适合于学习用matlab对天线进行建模仿真，matlab可以实现对天线结构的复杂设计，尤其结合hfss功能更强大(the matlab code for antenna design)

用专家系统优化下面的PID参数或设计一个专家控制器，被控对象为 并与PI控制算法进项比较(use expert system optimization below the PID parameters, or a design expert controller, and object to the PI control algorithm with a credit comparison)

MATLAB中时延差分方程的解法代码及规则和例程(Solutions of delay difference equations in the MATLAB code and rules and routine)

实现数字图像相关（DIC）方法的计算的Matlab代码(Matlab code for Digital image correlation (DIC) method)