Templex-based dynamical units for a taxonomy of chaos

Discriminating different types of chaos is still a very challenging topic, even for dissipative three-dimensional systems for which the most advanced tool is the template. Nevertheless, getting a template is, by definition, limited to three-dimensional objects based on knot theory. To deal with higher-dimensional chaos, we recently introduced the templex combining a flow-oriented BraMAH cell complex and a directed graph (a digraph). There is no dimensional limitation in the concept of templex. Here, we show that a templex can be automatically reduced into a "minimal" form to provide a comprehensive and synthetic view of the main properties of chaotic attractors. This reduction allows for the development of a taxonomy of chaos in terms of two elementary units: the oscillating unit (O-unit) and the switching unit (S-unit). We apply this approach to various well-known attractors (Rössler, Lorenz, and Burke-Shaw) as well as a non-trivial four-dimensional attractor. A case of toroidal chaos (Deng) is also treated.

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Publication Details

Journal
Chaos An Interdisciplinary Journal of Nonlinear Science
Published
2024-11-01
DOI
https://doi.org/10.1063/5.0233160
Citations
5
Primary Topic
Nonlinear Dynamics and Pattern Formation
Type
article
Field-Weighted Citation Impact
1.74

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article

Templex-based dynamical units for a taxonomy of chaos

Gisela D. Charó, Denisse Sciamarella, Christophe Letellier, Caterina Mosto
5 citations
Chaos An Interdisciplinary Journal of Nonlinear Science
Nonlinear Dynamics and Pattern Formation
1.74
article

Templex-based dynamical units for a taxonomy of chaos

Gisela D. Charó, Denisse Sciamarella, Christophe Letellier, Caterina Mosto
article en
5 citations

Abstract

Discriminating different types of chaos is still a very challenging topic, even for dissipative three-dimensional systems for which the most advanced tool is the template. Nevertheless, getting a template is, by definition, limited to three-dimensional objects based on knot theory. To deal with higher-dimensional chaos, we recently introduced the templex combining a flow-oriented BraMAH cell complex and a directed graph (a digraph). There is no dimensional limitation in the concept of templex. Here, we show that a templex can be automatically reduced into a "minimal" form to provide a comprehensive and synthetic view of the main properties of chaotic attractors. This reduction allows for the development of a taxonomy of chaos in terms of two elementary units: the oscillating unit (O-unit) and the switching unit (S-unit). We apply this approach to various well-known attractors (Rössler, Lorenz, and Burke-Shaw) as well as a non-trivial four-dimensional attractor. A case of toroidal chaos (Deng) is also treated.

Chaos An Interdisciplinary Journal of Nonlinear ScienceVol. 34(11)
Centre National de la Recherche Scientifique (FR), Consejo Nacional de Investigaciones Científicas y Técnicas (AR), Université de Versailles Saint-Quentin-en-Yvelines (FR), Universidad de Buenos Aires (AR), Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR), Université Paris-Saclay (FR), Centre National pour la Recherche Scientifique et Technique (CNRST) (MA), Complexe de Recherche Interprofessionnel en Aérothermochimie (FR), Normandie Université (FR), Laboratoire des Sciences du Climat et de l'Environnement (FR), CEA Paris-Saclay (FR), Institute of Astronomy and Space Physics (AR), Instituto Franco-Argentino sobre Estudios de Clima y sus Impactos (AR), Université de Rouen Normandie (FR)
Agence Nationale de la Recherche, Consejo Nacional de Investigaciones Científicas y Técnicas
Reduced inequalities
Openalex Percentile: Top 14%
Nonlinear Dynamics and Pattern Formation
1.74
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