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[Mathimatics-Numerical algorithms混沌时间序列预测

Description: 1、该工具箱包括了混沌时间序列分析与预测的常用方法,有: (1)产生混沌时间序列(chaotic time series) Logistic映射 - \ChaosAttractors\Main_Logistic.m Henon映射 - \ChaosAttractors\Main_Henon.m Lorenz吸引子 - \ChaosAttractors\Main_Lorenz.m Duffing吸引子 - \ChaosAttractors\Main_Duffing.m Duffing2吸引子 - \ChaosAttractors\Main_Duffing2.m Rossler吸引子 - \ChaosAttractors\Main_Rossler.m Chens吸引子 - \ChaosAttractors\Main_Chens.m Ikeda吸引子 - \ChaosAttractors\Main_Ikeda.m MackeyGLass序列 - \ChaosAttractors\Main_MackeyGLass.m Quadratic序列 - \ChaosAttractors\Main_Quadratic.m (2)求时延(delay time) 自相关法 - \DelayTime_Others\Main_AutoCorrelation.m 平均位移法 - \DelayTime_Others\Main_AverageDisplacement.m (去偏)复自相关法 - \DelayTime_Others\Main_ComplexAutoCorrelation.m 互信息法 - \DelayTime_MutualInformation\Main_Mutual_Information.m (3)求嵌入维(embedding dimension) 假近邻法 - \EmbeddingDimension_FNN\Main_FNN.m Cao方法 - \EmbeddingDimension_Cao\Main_EmbeddingDimension_Cao.m (4)同时求时延与嵌入窗(delay time & embedding window) CC方法 - \C-C Method\Main_CC_Luzhenbo.m (5)求关联维(correlation dimension) GP算法 - \CorrelationDimension_GP\Main_CorrelationDimension_GP.m (6)求K熵(Kolmogorov Entropy) GP算法 - \KolmogorovEntropy_GP\Main_KolmogorovEntropy_GP.m STB算法 - \KolmogorovEntropy_STB\Main_KolmogorovEntropy_STB.m (7)求最大Lyapunov指数(largest Lyapunov exponent) 小数据量法 - \LargestLyapunov_Rosenstein\Main_LargestLyapunov_Rosenstein1.m \LargestLyapunov_Rosenstein\Main_LargestLyapunov_Rosenstein2.m \LargestLyapunov_Rosenstein\Main_LargestLyapunov_Rosenstein3.m \LargestLyapunov_Rosenstein\Main_LargestLyapunov_Rosenstein4.m (8)求Lyapunov指数谱(Lyapunov exponent spectrum) BBA算法 - \LyapunovSpectrum_BBA\Main_LyapunovSpectrum_BBA1.m \LyapunovSpectrum_BBA\Main_LyapunovSpectrum_BBA2.m (9)求二进制图形的盒子维(box dimension)和广义维(genealized dimension) 覆盖法 - \BoxDimension_2D\Main_BoxDimension_2D.m \GeneralizedDimension_2D\Main_GeneralizedDimension_2D.m (10)求时间序列的盒子维(box dimension)和广义维(genealized dimension) 覆盖法 - \BoxDimension_TS\Main_BoxDimension_TS.m \GeneralizedDimension_TS\Main_GeneralizedDimension_TS.m (11)混沌时间序列预测(chaotic time series prediction) RBF神经网络一步预测 - \Prediction_RBF\Main_RBF.m RBF神经网络多步预测 - \Prediction_RBF\Main_RBF_MultiStepPred.m Volterra级数一步预测 - \Prediction_Volterra\Main_Volterra.m Volterra级数多步预测 - \Prediction_Volterra\Main_Volterra_MultiStepPred.m (12)产生替代数据(Surrogate Data) 随机相位法 - \SurrogateData\Main_SurrogateData.m 2、在matlab环境中首先运行install.m,将工具箱所在路径添加至matlab 3、各子目录下以Main_开头的文件即是主程序文件,直接按快捷键F5运行即可 4、工具箱中所有程序均在Matlab6.5和Matlab7.1环境中调试通过,不能保证在Matlab其它版本正确运行。 5、工具箱中部分功能为试用版,敬请谅解! 6、 作者:陆振波,海军工程大学 欢迎同行来信交流与合作,更多文章与程序下载请访问我的个人主页
Platform: | Size: 579972 | Author: niuchao0511 | Hits:

[AI-NN-PRLyapunov1

Description: 计算连续方程Lyapunov指数的程序,自己编写的,比较好用-consecutive terms of Lyapunov exponent equation procedures, the preparation of their own, more user friendly
Platform: | Size: 3072 | Author: 刘民 | Hits:

[matlabLyapunov_exponents_luzhenbo

Description: 1、LargestLyapunov_example1.m 程序主文件1,直接运行此文件即可 2、LargestLyapunov_example2.m 程序主文件2,直接运行此文件即可 3、LorenzData.dll 产生 Lorenz 离散数据 4、PhaSpaRecon.m 相空间重构 5、Lyapunov_luzhenbo.dll Lyapunov 计算主函数 6、lyapunov_buffer.dll Lyapunov 计算缓存-1, LargestLyapunov_example1.m procedure master file 1, run this file directly to 2, LargestLyapunov_example2.m procedure master file 2, run this file directly to 3, LorenzData.dll generated Lorenz discrete data 4, PhaSpaRecon.m phase space reconstruction 5, Lyapunov_luzhenbo.dll Lyapunov calculation of the main function of 6, lyapunov_buffer.dll Lyapunov cache calculation
Platform: | Size: 54272 | Author: 李晓燕 | Hits:

[Algorithmcc_method

Description: C-C方法及改进的C-C方法重构相空间的matlab程序 -------------------------------- 性能: 3000数据耗时3分钟 -------------------------------- 参考文献: 1、Nonlinear dynamics, delay times, and embedding windows.pdf 2、基于改进的C-C方法的相空间重构参数选择4.pdf -------------------------------- 文件夹说明: 1、C_C_Method_luzhenbo2.m - 程序主文件,直接运行此文件即可! 2、LorenzData.dll - 产生Lorenz离散数据 3、DuffingData.dll - 产生Duffing离散数据 4、RosslerData.dll - 产生Rossler离散数据 5、ccFunction.dll - 计算S(m,N,r,t) - 原C-C方法中计算S(m,N,r,t),改进的C-C方法中计算S2(m,N,r,t) 6、ccFunction_luzhenbo.dll - 计算S(m,N,r,t) - 改进的C-C方法中计算S1(m,N,r,t) -------------------------------- 致谢: 此稿本次修改的部分灵感来源于与研学论坛网友“张文鸽”和“yangfanboy”的讨论,在此表示感谢!-C-C methodology and improvement of C-C method reconstruction phase space of Matlab procedures-------------------------------- performance : 3000 data time-consuming three minutes------------------------------- References : 1, Nonlinear dynamics, delay times, and embedding windows.pdf 2, Based on the C-C method of phase space reconstruction parameters choice 4.pdf-------------------------------- folders : one, C_C_Method_luzhenbo2.m-main proceedings, direct running this file can be! 2. LorenzData.dll- Lorenz have three discrete data, DuffingData.dll- Duffing have four discrete data, RosslerData.dll- Rossler have discrete data 5, ccFunction.dll-calculated S (m, N, r, t)- the original C-C method to calculate S (m, N, r, t), to improve the C-C method of calculating S2 (m, N, r, t) 6,
Platform: | Size: 475136 | Author: jiao | Hits:

[Otherlorenz

Description: 计算lyapunov指数的程序,大家参考参考哈!-calculation procedures, your information Ha!
Platform: | Size: 1024 | Author: 王小 | Hits:

[WEB CodeLyapunovExponents

Description: 文件说明: ---------------------------------------------- Main_LargestLyapunov_Rosenstein1.m 程序主文件1,直接运行此文件即可,Logistic 序列 Main_LargestLyapunov_Rosenstein2.m 程序主文件2,直接运行此文件即可,Henon 序列 Main_LargestLyapunov_Rosenstein3.m 程序主文件3,直接运行此文件即可,Lorenz 吸引子 LorenzData.dll 产生 Lorenz 离散序列 PhaSpaRecon.m 相空间重构 Lyapunov_rosenstein_2.dll Lyapunov 计算主函数 buffer_run1.dll 计算缓存1 buffer_run2.dll 计算缓存2 buffer_run3.dll 计算缓存3 -documents :------------------------- Main_LargestLyapunov_Rosenstein1.m procedures main file a direct operation of this document can be, Logistic sequence Main_LargestLyapunov_Rosenstei n2.m procedures two main documents directly running this file can be, Henon Main_LargestLyapunov_Rosenstein3 sequence. m procedure three main file directly running this file can be, Lorenz attractor LorenzData.dll have Lorenz discrete sequence PhaSp aRecon.m reconstruction phase space Lyapunov_rosenstein_2.dll Ly apunov calculation main function buffer_run1.dll calculated a cache buffer_ru n2.dll calculated Cache Cache two buffer_run3.dll calculation 3
Platform: | Size: 101376 | Author: ming | Hits:

[matlablyapunov

Description: 计算Lorenz系统的李雅谱诺夫指数,非常实用,稍微修改一下就可计算自己的李雅谱诺夫指数了-Lorenz system calculated Lyapunov index, very useful, you can slightly modify the calculation of their Lyapunov index of the
Platform: | Size: 2048 | Author: Gao Xuejun | Hits:

[matlabnonlinear

Description: 几个非线性系统学习的源码,包括李雅普诺夫指数,洛伦兹吸引子的画法,boost开关变换器,分叉图等等,适合非线性系统的学习仿真-Several of the source study of nonlinear systems, including Lyapunov exponents, Lorenz attractor painting, boost switching converter, bifurcation map, etc., suitable for simulation study of nonlinear systems
Platform: | Size: 3072 | Author: li | Hits:

[matlabhyperchaoticlorenz

Description: 通过MATLAB计算超混沌Lorenz系统的Lyapunov指数-Through the MATLAB calculation of hyperchaotic Lorenz system Lyapunov index
Platform: | Size: 6144 | Author: philip | Hits:

[Mathimatics-Numerical algorithmsLyapunov_Rosenstein_lorenz_m_main

Description: 在MATLAB环境下解决Lyapunov Rosenstein lorenz问题-In the MATLAB environment to solve the problem Lyapunov Rosenstein lorenz
Platform: | Size: 2048 | Author: pearline | Hits:

[matlabLorenzandlyapunovsystem

Description: 用matlab 计算李雅普诺夫指数以及洛伦兹模型的实现-Calculated using matlab Lyapunov index and the Lorenz model realization
Platform: | Size: 3072 | Author: sam | Hits:

[matlabPrograms_13d

Description: 计算洛伦兹系统的lyapunov指数,matlab语言编写的-Computing the Lyapunov Exponents of the Lorenz System
Platform: | Size: 2048 | Author: Niu Yujun | Hits:

[matlabLorenz-Lyapunov

Description: Lozi系统的李雅普图形及相应的MATLAB语言程序-Lozi system and procedures of the Lyapunov map
Platform: | Size: 59392 | Author: 陈亮 | Hits:

[Otherhundunfangzhenchengxu1

Description: 经典混沌仿真程序matlab源代码,含Lorenz,daffing方程,以及Lyapunov指数计算-Matlab source code, including Lorenz, daffing equation, and Lyapunov index calculation
Platform: | Size: 2048 | Author: 张三 | Hits:

[matlablorenz

Description: [T,Res]=lyapunov(3,@lorenz_ext,@ode45,0,0.5,200,[0 1 0],10);
Platform: | Size: 2048 | Author: 砺剑工大 | Hits:

[Otherlyap指数lorenz求法matlab

Description: lorenz系统lyapunov指数计算(Lyapunov index calculation of Lorenz system)
Platform: | Size: 13312 | Author: 放哈屠刀 | Hits:

[Otherlorenz&rossler

Description: 计算lorenz系统和rossler系统的混沌特性,计算lyapunov指数。(The chaotic characteristics of the Lorenz system and the Rossler system are calculated, and the Lyapunov exponents are calculated.)
Platform: | Size: 2048 | Author: heyue | Hits:

[Otherlorenz lyapunov

Description: 计算李雅普诺夫指数,仿真模拟实验计算李亚普诺夫指数程序(Calculate Lee Yap Andrianof index and simulate Lyapunov's exponential procedure.)
Platform: | Size: 2048 | Author: yun, | Hits:

[matlab洛伦兹系统

Description: 此文件包含了洛伦兹系统的庞加莱截面图,李雅普诺夫指数图的源代码,也有Logistic映射的分叉图,代码可以运行。(This file contains the poincare cross section diagram of lorentz system, the source code of lyapunov exponent diagram, and the bifurcation diagram of Logistic mapping. The code can be run.)
Platform: | Size: 2048 | Author: 西北的风 | Hits:

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