These codes based on MATLAB are my submitted homework as well as some related resources at the lesson of 'Nonlinear Information Processing Technology'(非线性信息处理技术) of School of electrical automation and information engineering，TJU.
Notably, my submitted answer is uncertain and doesnot mean the standard answer, and I am not responsible for any consequences. If you consider its helpful, I would appreciate it if you give me a STAR in Github.
Best wishes.
| Chapter | Introduction | How to use |
|---|---|---|
| Chapter 1 | 几种典型的混沌系统:洛伦兹混沌系统，Rossler混沌系统，Henon映射，Logistic映射，Duffing方程，包括他们的时间序列，初值敏感性，解轨线，吸引子，往返图，三维曲线等 | 主函数：shizuo_xxx.m，直接运行即可。分岔图：xxxfct.m |
| Chapter 2 | 分形时间序列分析Rescaled_range_analysis（R/S）Detrended_fluctuation_analysis(DFA) | 主函数：shizuo_Rescaled_range_analysis.m shizuo_Detrended_Fluctuation_Analysis.m |
| Chapter 3 | 各种相空间嵌入参数延迟时间算法（线性相关法、互信息法、C-C算法）&动力学分割算法对时间序列进行动力结构突变检测研究 &几种曲线的递归图结构 | 主函数：shizuo_MakeyGlass_xxx.m shizuo_Dynamic_segmentation_algorithm.m shizuo_RQA_xxx.m |