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GPoM.FDLyapu
View on CRAN: Click
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Download and install GPoM.FDLyapu package within the R console
Install from CRAN:
install.packages("GPoM.FDLyapu")
Install from Github:
library("remotes")
install_github("cran/GPoM.FDLyapu")
Install by package version:
library("remotes")
install_version("GPoM.FDLyapu", "1.0")
Attach the package and use:
library("GPoM.FDLyapu")
Maintained by
Mireille Huc
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
First Published: 2019-08-29
Latest Update: 2023-02-09
Description:
Estimation of the spectrum of Lyapunov Exponents and the Kaplan-Yorkedimension of any low-dimensional model of polynomial form.It can be applied for example to systems such as the chaoticLorenz-1963 system or the hyperchaotic Rossler-1979 system.It can also be applied to dynamical models in Ordinary Differential Equations ODEs directly obtainedfrom observational time series using the GPoM package.The approach used is semi-formalthe Jacobian matrix being estimated automatically from the polynomial equations.Two methods are made available one introduced by Wolf et al.1985 doi10.10160167-27898590011-9and the other one introduced by Grond et al. 2003 doi10.1016S0960-07790200479-4.The package is provided with an interface for a more intuitive usageit can also be run without the interface.This platform is developed at the Centre dEtudes Spatiales de la Biosphere CESBIOUMR 5126 UPSCNRSCNESIRD 18 av. Edouard Belin 31401 TOULOUSE FRANCE.The developments were funded by the French program Les Enveloppes Fluideset lEnvironnement LEFE MANU projects GloMo SpatioGloMo and MoMu. TheFrench programs Defi InFiNiTi CNRS and PNTS CNRS are also acknowledgedprojects CropsI Chaos and Musc SlowFast.
How to cite:
Mireille Huc (2019). GPoM.FDLyapu: Lyapunov Exponents and Kaplan-Yorke Dimension. R package version 1.0, https://cran.r-project.org/web/packages/GPoM.FDLyapu. Accessed 28 Mar. 2025.
Previous versions and publish date:
1.0 (2019-08-29 11:30)
Other packages that cited GPoM.FDLyapu R package
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Other R packages that GPoM.FDLyapu depends,
imports, suggests or enhances
Functions, R codes and Examples using
the GPoM.FDLyapu R package
Some associated functions: DkyCalc . Ebola . GPoM.FDLyapu-package . GSproc . Lorenz63 . Plague . Reit98 . lyapFDGrond . lyapFDWolf . outLyapFD . plotConvergence . plotLocalExponents . plotMeanExponents .
Some associated R codes: DkyCalc.R . Ebola-data.R . GPoM.FDLyapu-package.R . GSproc.R . Lorenz63-data.R . Plague-data.R . Reit98-data.R . crossProd.R . derivODEwithJ.R . jacobi.R . lyapFDGrond.R . lyapFDWolf.R . outLyapFD-data.R . plotConvergence.R . plotLocalExponents.R . plotMeanExponents.R . polyFD.R . Full GPoM.FDLyapu package functions and examples
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