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Certain Relations in Statistical Physics Based on Rényi Entropy
The statistical theory based on the parametric family of Rényi entropy functionals is a generalization of Gibbs statistics. Depending on the value of the involved parameter, the corresponding Rényi distribution can take both an exponential form and a power-law form, which is typical for a wide range...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Pleiades Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7955908/ http://dx.doi.org/10.3103/S002713492006003X |
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author | Bakiev, T. N. Nakashidze, D. V. Savchenko, A. M. |
author_facet | Bakiev, T. N. Nakashidze, D. V. Savchenko, A. M. |
author_sort | Bakiev, T. N. |
collection | PubMed |
description | The statistical theory based on the parametric family of Rényi entropy functionals is a generalization of Gibbs statistics. Depending on the value of the involved parameter, the corresponding Rényi distribution can take both an exponential form and a power-law form, which is typical for a wide range of statistical models. In this paper, we prove the energy equipartition theorem in the case of Rényi statistics, which makes it possible to solve the problem of obtaining the average energy for a large number of classical statistical models. The proposed approach for calculating the average energy is compared with the procedure for directly calculating this quantity for a system described by the simplest power-low Hamiltonian. New relations are presented that simplify the calculations in the considered theory. A special case of the Rényi distribution, which represents a generalization of a power-low distribution and thus allows us to approximate some empirical data more precisely, has been studied. |
format | Online Article Text |
id | pubmed-7955908 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Pleiades Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-79559082021-03-15 Certain Relations in Statistical Physics Based on Rényi Entropy Bakiev, T. N. Nakashidze, D. V. Savchenko, A. M. Moscow Univ. Phys. Article The statistical theory based on the parametric family of Rényi entropy functionals is a generalization of Gibbs statistics. Depending on the value of the involved parameter, the corresponding Rényi distribution can take both an exponential form and a power-law form, which is typical for a wide range of statistical models. In this paper, we prove the energy equipartition theorem in the case of Rényi statistics, which makes it possible to solve the problem of obtaining the average energy for a large number of classical statistical models. The proposed approach for calculating the average energy is compared with the procedure for directly calculating this quantity for a system described by the simplest power-low Hamiltonian. New relations are presented that simplify the calculations in the considered theory. A special case of the Rényi distribution, which represents a generalization of a power-low distribution and thus allows us to approximate some empirical data more precisely, has been studied. Pleiades Publishing 2021-03-14 2020 /pmc/articles/PMC7955908/ http://dx.doi.org/10.3103/S002713492006003X Text en © Allerton Press, Inc. 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Bakiev, T. N. Nakashidze, D. V. Savchenko, A. M. Certain Relations in Statistical Physics Based on Rényi Entropy |
title | Certain Relations in Statistical Physics Based on Rényi Entropy |
title_full | Certain Relations in Statistical Physics Based on Rényi Entropy |
title_fullStr | Certain Relations in Statistical Physics Based on Rényi Entropy |
title_full_unstemmed | Certain Relations in Statistical Physics Based on Rényi Entropy |
title_short | Certain Relations in Statistical Physics Based on Rényi Entropy |
title_sort | certain relations in statistical physics based on rényi entropy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7955908/ http://dx.doi.org/10.3103/S002713492006003X |
work_keys_str_mv | AT bakievtn certainrelationsinstatisticalphysicsbasedonrenyientropy AT nakashidzedv certainrelationsinstatisticalphysicsbasedonrenyientropy AT savchenkoam certainrelationsinstatisticalphysicsbasedonrenyientropy |