Cargando…
The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems
In this paper, we consider nonlinear integration techniques, based on direct Padé approximation of the differential equation solution, and their application to conservative chaotic initial value problems. The properties of discrete maps obtained by nonlinear integration are studied, including phase...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514845/ https://www.ncbi.nlm.nih.gov/pubmed/33267076 http://dx.doi.org/10.3390/e21040362 |
_version_ | 1783586682702921728 |
---|---|
author | Butusov, Denis Karimov, Artur Tutueva, Aleksandra Kaplun, Dmitry Nepomuceno, Erivelton G. |
author_facet | Butusov, Denis Karimov, Artur Tutueva, Aleksandra Kaplun, Dmitry Nepomuceno, Erivelton G. |
author_sort | Butusov, Denis |
collection | PubMed |
description | In this paper, we consider nonlinear integration techniques, based on direct Padé approximation of the differential equation solution, and their application to conservative chaotic initial value problems. The properties of discrete maps obtained by nonlinear integration are studied, including phase space volume dynamics, bifurcation diagrams, spectral entropy, and the Lyapunov spectrum. We also plot 2D dynamical maps to enlighten the features introduced by nonlinear integration techniques. The comparative study of classical integration methods and Padé approximation methods is given. It is shown that nonlinear integration techniques significantly change the behavior of discrete models of nonlinear systems, increasing the values of Lyapunov exponents and spectral entropy. This property reduces the applicability of numerical methods based on Padé approximation to the chaotic system simulation but it is still useful for construction of pseudo-random number generators that are resistive to chaos degradation or discrete maps with highly nonlinear properties. |
format | Online Article Text |
id | pubmed-7514845 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75148452020-11-09 The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems Butusov, Denis Karimov, Artur Tutueva, Aleksandra Kaplun, Dmitry Nepomuceno, Erivelton G. Entropy (Basel) Article In this paper, we consider nonlinear integration techniques, based on direct Padé approximation of the differential equation solution, and their application to conservative chaotic initial value problems. The properties of discrete maps obtained by nonlinear integration are studied, including phase space volume dynamics, bifurcation diagrams, spectral entropy, and the Lyapunov spectrum. We also plot 2D dynamical maps to enlighten the features introduced by nonlinear integration techniques. The comparative study of classical integration methods and Padé approximation methods is given. It is shown that nonlinear integration techniques significantly change the behavior of discrete models of nonlinear systems, increasing the values of Lyapunov exponents and spectral entropy. This property reduces the applicability of numerical methods based on Padé approximation to the chaotic system simulation but it is still useful for construction of pseudo-random number generators that are resistive to chaos degradation or discrete maps with highly nonlinear properties. MDPI 2019-04-03 /pmc/articles/PMC7514845/ /pubmed/33267076 http://dx.doi.org/10.3390/e21040362 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Butusov, Denis Karimov, Artur Tutueva, Aleksandra Kaplun, Dmitry Nepomuceno, Erivelton G. The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems |
title | The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems |
title_full | The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems |
title_fullStr | The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems |
title_full_unstemmed | The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems |
title_short | The Effects of Padé Numerical Integration in Simulation of Conservative Chaotic Systems |
title_sort | effects of padé numerical integration in simulation of conservative chaotic systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514845/ https://www.ncbi.nlm.nih.gov/pubmed/33267076 http://dx.doi.org/10.3390/e21040362 |
work_keys_str_mv | AT butusovdenis theeffectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT karimovartur theeffectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT tutuevaaleksandra theeffectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT kaplundmitry theeffectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT nepomucenoeriveltong theeffectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT butusovdenis effectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT karimovartur effectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT tutuevaaleksandra effectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT kaplundmitry effectsofpadenumericalintegrationinsimulationofconservativechaoticsystems AT nepomucenoeriveltong effectsofpadenumericalintegrationinsimulationofconservativechaoticsystems |