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GPoM.FDLyapu (version 1.0)

Lyapunov Exponents and Kaplan-Yorke Dimension

Description

Estimation of the spectrum of Lyapunov Exponents and the Kaplan-Yorke dimension of any low-dimensional model of polynomial form. It can be applied, for example, to systems such as the chaotic Lorenz-1963 system or the hyperchaotic Rossler-1979 system. It can also be applied to dynamical models in Ordinary Differential Equations (ODEs) directly obtained from observational time series using the 'GPoM' package. The approach used is semi-formal, the Jacobian matrix being estimated automatically from the polynomial equations. Two methods are made available; one introduced by Wolf et al. (1985) and the other one introduced by Grond et al. (2003) . The package is provided with an interface for a more intuitive usage, it can also be run without the interface. This platform is developed at the Centre d'Etudes Spatiales de la Biosphere (CESBIO), UMR 5126 UPS/CNRS/CNES/IRD, 18 av. Edouard Belin, 31401 TOULOUSE, FRANCE. The developments were funded by the French program Les Enveloppes Fluides et l'Environnement (LEFE, MANU, projects GloMo, SpatioGloMo and MoMu). The French programs Defi InFiNiTi (CNRS) and PNTS (CNRS) are also acknowledged (projects Crops'I Chaos and Musc & SlowFast).

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Version

Install

install.packages('GPoM.FDLyapu')

Monthly Downloads

4

Version

1.0

License

CeCILL-2

Maintainer

Mireille Huc

Last Published

August 29th, 2019

Functions in GPoM.FDLyapu (1.0)

plotConvergence

plotConvergence
lyapFDGrond

lyapFDGrond : Computes the Lyapunov spectrum (with compelled flow direction)
plotMeanExponents

plotMeanExponents
GSproc

GSproc : Gram-Schmidt procedure
plotLocalExponents

plotLocalExponents
Reit98

The 9D model for a Rayleigh-B<U+00E9>nard convection in a square cell
GPoM.FDLyapu-package

GPoM.FDLyapu package: Lyapunov Exponents and Kaplan-Yorke Dimension
DkyCalc

DkyCalc : computes the Kaplan-Yorke dimension
Ebola

Ebola model for the epidemic of Ebola Virus Disease
Lorenz63

Lorenz-1963 system
Plague

eco-epidemiology Plague model for the epidemic-epizootic of plague in Bombay (1896-1911)
lyapFDWolf

lyapFDWolf : computes Lyapunov spectrum with Wolf method
outLyapFD

An output of FDLyapu run