资源列表
数值解与解析解比较
- 在MATLAB平台上进行热传导问题解析解与数值解的比较，将其可视化(Comparison of analytical solutions and numerical solutions for heat conduction problems)
yakebi
- 高斯迭代算法、雅克比算法的MATLAB实现，用于超越方程的根求解运算(MATLAB implementation of Gauss iterative algorithm)
PRML
- Pattern Recognition and Machine Learning(模式识别和机器学习)，是人工智能界非常出名的作品，本资料含英文版与中文版，是学习人工智能极好的参考资料。(Pattern Recognition and Machine Learning is a very famous work in the artificial intelligence community. This material contains English and Chinese versions
Cluster analysis
- 对输入的数值进行聚类分析，分析阈值可自己设置，聚类方法可以分为欧氏距离和夹角余弦两种(The value of the input is analyzed by cluster analysis, and the threshold can be set by itself. The clustering method can be divided into two kinds: Euclidean distance and angle cosine.)
GA
- 遗传算法解决job_shop作业调度问题，希望可以帮助大家(The genetic algorithm solves the job_shop job scheduling problem, hoping to help everyone)
Robust and optimal control (Kemin Zhou)
- 鲁棒最优控制的经典之作，来自于周克敏教授(Robust and optimal control from Professor Kemin Zhou)
PID_NN
- The controller is built by MATLAB/Simulink. PID人工神经网络控制算法(Neural Network with PID controller is built by MATLAB/Simulink. This controller can be used in motor drive and other actuators in industry.)
模糊c均值聚类算法
- 模糊c均值聚类算法的实现，还有相对的测试数据集(Fuzzy C-Means clustering algorithm)
新建文件夹
- 优化算法 多目标优化 一个含有两个优化目标的多目标优化问题(optimization algorithm)
KDJ的matlab代码
- KDJ的matlab代码,可用于股票市场(KDJ's matlab code, which can be used in the stock market)
tau_est
- 改进传统Transfer Entropy计算量大、复杂的缺点，提出一种新的标准化快速因果测试分析。(Fast causality analysis based on a normalized information flow)
逐步回归
- matlab简易逐步回归，内含2、3、4、5、6、8、10个因子回归时代码，对多因子进行排列组合，按照因子数进行回归，寻找最佳因子个数的回归方程。(Matlab simple step by step regression, containing 2, 3, 4, 5, 6, 8, 10 factors regression code, arranged on the multi-factor combination, regression in accordance with the numb