资源列表
PCA
- PCA在故障诊断中的应用，故障诊断所需要的数据，运行可得到他的T2和SPE(The application of PCA in fault diagnosis and the data needed for fault diagnosis)
Python Machine Learning
- 以Python语言的角度讲解machine learning(Explain machine learning from an Python language point of view)
(3) 40626026pso
- PSO算法程序，入门级别，通过此程序，可以很好理解PSO原理(PSO algorithm program, entry level, through this procedure, you can understand the principle of PSO)
RLS滤波
- 基于最小二乘法RLS的滤波算法m语言编程的一个例子，可直接嵌套使用(Based on the least squares RLS filtering algorithm, M language programming example, can be directly nested)
BPnet
- matlab实现的bp神经网络预测，数据已经有，可以直接替换，叠加次数还有步长可以自己设置。(matlab implements BP neural network prediction, the data is already in it, and the data can be directly replaced, the number of overlap, there are steps you can set yourself.)
chapter2基于遗传算法和非线性规划的函数寻优算法
- 通用遗传算法代码基于遗传算法和非线性规划的函数寻优算法(GAGeneric genetic algorithm code based on genetic algorithm and nonlinear programming function optimization algorithm)
stress
- 强度计算代码，属于数值计算类，适用于叶片的强度计算(stress calculation code)
FWA-C++
- 烟花算法可以用于求解最优化问题，它的效果很好(The fireworks algorithm can be used to solve optimization problems)
autonavigator
- Auto navigator for matlab
单枝节匹配_短路
- 本程序为短路枝节的长度计算，开路枝节与计算相差四分之一波长（上传的资源必须大于1KB，所以里面放了一张Angelababy的图片，勿怪^_^）(Automatic calculation of side length)
langrange
- 数值分析中的拉格朗日插值法求解函数的近似逼近解和牛顿迭代法(langrange interpolation)
LS-ESPRIT
- 经典DOA估计-最小二乘ESPRIT算法函数(Classical DOA estimation - least squares ESPRIT algorithm function)