Schmidl

从三维坐标初步观察两函数图形相交情况，对初学者有一定的帮助！！(zx)

一个UCA-RB-ESPRIT的程序。通过波束空间变换，获得导向矢量的平移不变性，从而用ESPRIT实现DOA估计。(A UCA-RB-ESPRIT program. Through the beam-space transformation, to obtain the steering vectors of translation invariance, and thus to achieve with the ESPRIT DOA estimates.)

这是用ELM（极限学习机）做的关于图像识别的分类实验，有数据，有程序，有训练时间，测试时间和精度(It is used ELM (Extreme Learning Machine) to do experiments on the classification of image recognition, has data, procedures, training time, test time and accuracy)

用Matlab编程，实现解决该问题的单样本训练BP网络，设置一个停止迭代的误差Emin和最大迭代次数。在调试过程中，通过不断调整隐层节点数，学习率η，找到收敛速度快且误差小的一组参数。产生均匀分布在区间[-4，4]的测试样本，输入建立的模型得到输出，与Hermit多项式的期望输出进行比较计算总误差（运行5次，取平均值）(Using Matlab programming, to solve the problem of single sample training BP network, set a stop error iterations Emin and the maximum number of iterations. In the debugging process, by continuously adjusting the hidden layer nodes, learning rate η, fast convergence and find a set of parameters small errors. Produce a uniform distribution in the interval [4,4] of the test sample, the model has been established input output with the expected output Hermit polynomial calculated by comparing the total error (run 5 times the average))

利用matlab实现现代法中的levinson算法，没有利用matlab中的函数库调用，对需要做课程实验报告的人应该有帮助。(The matlab levinson algorithm in modern France, should help those who need to do the course lab report.)

基于EM算法的混合COPULA（Frank、Gumbel和clayton）(EM algorithm based on hybrid COPULA (Frank, Gumbel and clayton))

常规PID与模糊PID的比较，模糊调节的速度更快。(Comparison between conventional PID and fuzzy PID)

说明：  天牛须算法优化elman神经网络代码，有需要的可自行进行下载，(The algorithm optimizes Elman neural network code, which can be downloaded if necessary.)

说明：  经典MUSIC源程序，里面有三种不同的算法(MUSIC classic source, there are three different)

tsp with genetic algorithm using rollet wheel