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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...

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Detalles Bibliográficos
Autores principales: Butusov, Denis, Karimov, Artur, Tutueva, Aleksandra, Kaplun, Dmitry, Nepomuceno, Erivelton G.
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
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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.
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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
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