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Production and Transfer of Energy and Information in Hamiltonian Systems

We present novel results that relate energy and information transfer with sensitivity to initial conditions in chaotic multi-dimensional Hamiltonian systems. We show the relation among Kolmogorov-Sinai entropy, Lyapunov exponents, and upper bounds for the Mutual Information Rate calculated in the Ha...

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Detalles Bibliográficos
Autores principales: Antonopoulos, Chris G., Bianco-Martinez, Ezequiel, Baptista, Murilo S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3938839/
https://www.ncbi.nlm.nih.gov/pubmed/24586891
http://dx.doi.org/10.1371/journal.pone.0089585
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author Antonopoulos, Chris G.
Bianco-Martinez, Ezequiel
Baptista, Murilo S.
author_facet Antonopoulos, Chris G.
Bianco-Martinez, Ezequiel
Baptista, Murilo S.
author_sort Antonopoulos, Chris G.
collection PubMed
description We present novel results that relate energy and information transfer with sensitivity to initial conditions in chaotic multi-dimensional Hamiltonian systems. We show the relation among Kolmogorov-Sinai entropy, Lyapunov exponents, and upper bounds for the Mutual Information Rate calculated in the Hamiltonian phase space and on bi-dimensional subspaces. Our main result is that the net amount of transfer from kinetic to potential energy per unit of time is a power-law of the upper bound for the Mutual Information Rate between kinetic and potential energies, and also a power-law of the Kolmogorov-Sinai entropy. Therefore, transfer of energy is related with both transfer and production of information. However, the power-law nature of this relation means that a small increment of energy transferred leads to a relatively much larger increase of the information exchanged. Then, we propose an “experimental” implementation of a 1-dimensional communication channel based on a Hamiltonian system, and calculate the actual rate with which information is exchanged between the first and last particle of the channel. Finally, a relation between our results and important quantities of thermodynamics is presented.
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spelling pubmed-39388392014-03-04 Production and Transfer of Energy and Information in Hamiltonian Systems Antonopoulos, Chris G. Bianco-Martinez, Ezequiel Baptista, Murilo S. PLoS One Research Article We present novel results that relate energy and information transfer with sensitivity to initial conditions in chaotic multi-dimensional Hamiltonian systems. We show the relation among Kolmogorov-Sinai entropy, Lyapunov exponents, and upper bounds for the Mutual Information Rate calculated in the Hamiltonian phase space and on bi-dimensional subspaces. Our main result is that the net amount of transfer from kinetic to potential energy per unit of time is a power-law of the upper bound for the Mutual Information Rate between kinetic and potential energies, and also a power-law of the Kolmogorov-Sinai entropy. Therefore, transfer of energy is related with both transfer and production of information. However, the power-law nature of this relation means that a small increment of energy transferred leads to a relatively much larger increase of the information exchanged. Then, we propose an “experimental” implementation of a 1-dimensional communication channel based on a Hamiltonian system, and calculate the actual rate with which information is exchanged between the first and last particle of the channel. Finally, a relation between our results and important quantities of thermodynamics is presented. Public Library of Science 2014-02-28 /pmc/articles/PMC3938839/ /pubmed/24586891 http://dx.doi.org/10.1371/journal.pone.0089585 Text en © 2014 Antonopoulos et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Antonopoulos, Chris G.
Bianco-Martinez, Ezequiel
Baptista, Murilo S.
Production and Transfer of Energy and Information in Hamiltonian Systems
title Production and Transfer of Energy and Information in Hamiltonian Systems
title_full Production and Transfer of Energy and Information in Hamiltonian Systems
title_fullStr Production and Transfer of Energy and Information in Hamiltonian Systems
title_full_unstemmed Production and Transfer of Energy and Information in Hamiltonian Systems
title_short Production and Transfer of Energy and Information in Hamiltonian Systems
title_sort production and transfer of energy and information in hamiltonian systems
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3938839/
https://www.ncbi.nlm.nih.gov/pubmed/24586891
http://dx.doi.org/10.1371/journal.pone.0089585
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