資源簡介
1、該工具箱包括了混沌時間序列分析與預測的常用方法,有:
(1)產生混沌時間序列(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)求時延(delay time)
自相關法 - \DelayTime_Others\Main_AutoCorrelation.m
平均位移法 - \DelayTime_Others\Main_AverageDisplacement.m
(去偏)復自相關法 - \DelayTime_Others\Main_ComplexAutoCorrelation.m
互信息法 - \DelayTime_MutualInformation\Main_Mutual_Information.m
(3)求嵌入維(embedding dimension)
假近鄰法 - \EmbeddingDimension_FNN\Main_FNN.m
Cao方法 - \EmbeddingDimension_Cao\Main_EmbeddingDimension_Cao.m
(4)同時求時延與嵌入窗(delay time & embedding window)
CC方法 - \C-C Method\Main_CC_Luzhenbo.m
(5)求關聯維(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指數(largest Lyapunov exponent)
小數據量法 - \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指數譜(Lyapunov exponent spectrum)
BBA算法 - \LyapunovSpectrum_BBA\Main_LyapunovSpectrum_BBA1.m
\LyapunovSpectrum_BBA\Main_LyapunovSpectrum_BBA2.m
(9)求二進制圖形的盒子維(box dimension)和廣義維(genealized dimension)
覆蓋法 - \BoxDimension_2D\Main_BoxDimension_2D.m
- \GeneralizedDimension_2D\Main_GeneralizedDimension_2D.m
(10)求時間序列的盒子維(box dimension)和廣義維(genealized dimension)
覆蓋法 - \BoxDimension_TS\Main_BoxDimension_TS.m
- \GeneralizedDimension_TS\Main_GeneralizedDimension_TS.m
(11)混沌時
代碼片段和文件信息
function?[]?=?install（）
addpath（[pwd‘\BoxDimension_2D‘]）;
addpath（[pwd‘\BoxDimension_TS‘]）;
addpath（[pwd‘\C-C?Method‘]）;
addpath（[pwd‘\ChaosAttractors‘]）;
addpath（[pwd‘\CorrelationDimension_GP‘]）;
addpath（[pwd‘\DelayTime_MutualInformation‘]）;
addpath（[pwd‘\DelayTime_Others‘]）;
addpath（[pwd‘\embeddingDimension_Cao‘]）;
addpath（[pwd‘\embeddingDimension_FNN‘]）;
addpath（[pwd‘\GeneralizedDimension_2D‘]）;
addpath（[pwd‘\GeneralizedDimension_TS‘]）;
addpath（[pwd‘\KolmogorovEntropy_GP‘]）;
addpath（[pwd‘\KolmogorovEntropy_STB‘]）;
addpath（[pwd‘\LargestLyapunov_Rosenstein‘]）;
addpath（[pwd‘\LyapunovSpectrum_BBA‘]）;
addpath（[pwd‘\Prediction_RBF‘]）;
addpath（[pwd‘\Prediction_Volterra‘]）;
addpath（[pwd‘\SurrogateData‘]）;
disp（‘---------------?安裝成功?-----------------‘） ?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????6960??2008-04-13?13:39??ChaosToolbox2p0_trial\BoxDimension_2D\BoxDimension_2D.p
?????文件?????????24??2008-03-19?10:22??ChaosToolbox2p0_trial\BoxDimension_2D\Contents.m
?????文件??????30608??2008-01-21?12:04??ChaosToolbox2p0_trial\BoxDimension_2D\dla.gif
?????文件????????917??2008-04-16?11:12??ChaosToolbox2p0_trial\BoxDimension_2D\Main_BoxDimension_2D.m
?????目錄??????????0??2008-06-21?00:51??ChaosToolbox2p0_trial\BoxDimension_2D
?????文件???????8684??2008-04-13?13:40??ChaosToolbox2p0_trial\BoxDimension_TS\BoxDimension_TS.p
?????文件?????????25??2008-01-21?11:28??ChaosToolbox2p0_trial\BoxDimension_TS\Contents.m
?????文件???????1089??2008-04-16?11:12??ChaosToolbox2p0_trial\BoxDimension_TS\Main_BoxDimension_TS.m
?????文件??????11498??2008-04-16?14:26??ChaosToolbox2p0_trial\BoxDimension_TS\wfbm.p
?????目錄??????????0??2008-06-21?00:51??ChaosToolbox2p0_trial\BoxDimension_TS
?????文件??????20480??2008-04-13?13:41??ChaosToolbox2p0_trial\C-C?Method\CC_luzhenbo.dll
?????文件?????????18??2008-01-21?11:23??ChaosToolbox2p0_trial\C-C?Method\Contents.m
?????文件??????20480??2008-01-21?11:23??ChaosToolbox2p0_trial\C-C?Method\LorenzData.dll
?????文件???????1222??2008-04-13?12:35??ChaosToolbox2p0_trial\C-C?Method\Main_CC_Luzhenbo.m
?????目錄??????????0??2008-06-21?00:51??ChaosToolbox2p0_trial\C-C?Method
?????文件??????20480??2008-04-13?13:43??ChaosToolbox2p0_trial\ChaosAttractors\ChensData.dll
?????文件?????????22??2008-01-21?11:23??ChaosToolbox2p0_trial\ChaosAttractors\Contents.m
?????文件????????538??2005-09-11?09:59??ChaosToolbox2p0_trial\ChaosAttractors\createmgdde23.m
?????文件??????20480??2008-04-13?13:43??ChaosToolbox2p0_trial\ChaosAttractors\DuffingData.dll
?????文件??????20480??2008-04-13?13:43??ChaosToolbox2p0_trial\ChaosAttractors\DuffingData2.dll
?????文件??????20480??2008-01-21?11:23??ChaosToolbox2p0_trial\ChaosAttractors\LorenzData.dll
?????文件????????950??2008-04-16?11:20??ChaosToolbox2p0_trial\ChaosAttractors\Main_Chens.m
?????文件????????989??2008-04-16?11:19??ChaosToolbox2p0_trial\ChaosAttractors\Main_Duffing.m
?????文件????????991??2008-04-16?11:20??ChaosToolbox2p0_trial\ChaosAttractors\Main_Duffing2.m
?????文件????????929??2008-04-16?11:17??ChaosToolbox2p0_trial\ChaosAttractors\Main_Henon.m
?????文件???????1234??2006-11-25?19:58??ChaosToolbox2p0_trial\ChaosAttractors\Main_Ikeda.m
?????文件????????893??2008-04-16?11:17??ChaosToolbox2p0_trial\ChaosAttractors\Main_Logistic.m
?????文件???????1096??2008-04-16?11:18??ChaosToolbox2p0_trial\ChaosAttractors\Main_Lorenz.m
?????文件????????639??2008-04-16?15:45??ChaosToolbox2p0_trial\ChaosAttractors\Main_MackeyGLass.m
?????文件????????468??2008-04-16?15:36??ChaosToolbox2p0_trial\ChaosAttractors\Main_Quadratic.m
............此處省略115個文件信息
評論
共有 條評論
川公網安備 51152502000135號