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The Fundamental Equations of Change in Statistical Ensembles and Biological Populations
A recent article in Nature Physics unified key results from thermodynamics, statistics, and information theory. The unification arose from a general equation for the rate of change in the information content of a system. The general equation describes the change in the moments of an observable quant...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7764014/ https://www.ncbi.nlm.nih.gov/pubmed/33321870 http://dx.doi.org/10.3390/e22121395 |
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author | Frank, Steven A. Bruggeman, Frank J. |
author_facet | Frank, Steven A. Bruggeman, Frank J. |
author_sort | Frank, Steven A. |
collection | PubMed |
description | A recent article in Nature Physics unified key results from thermodynamics, statistics, and information theory. The unification arose from a general equation for the rate of change in the information content of a system. The general equation describes the change in the moments of an observable quantity over a probability distribution. One term in the equation describes the change in the probability distribution. The other term describes the change in the observable values for a given state. We show the equivalence of this general equation for moment dynamics with the widely known Price equation from evolutionary theory, named after George Price. We introduce the Price equation from its biological roots, review a mathematically abstract form of the equation, and discuss the potential for this equation to unify diverse mathematical theories from different disciplines. The new work in Nature Physics and many applications in biology show that this equation also provides the basis for deriving many novel theoretical results within each discipline. |
format | Online Article Text |
id | pubmed-7764014 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77640142021-02-24 The Fundamental Equations of Change in Statistical Ensembles and Biological Populations Frank, Steven A. Bruggeman, Frank J. Entropy (Basel) Perspective A recent article in Nature Physics unified key results from thermodynamics, statistics, and information theory. The unification arose from a general equation for the rate of change in the information content of a system. The general equation describes the change in the moments of an observable quantity over a probability distribution. One term in the equation describes the change in the probability distribution. The other term describes the change in the observable values for a given state. We show the equivalence of this general equation for moment dynamics with the widely known Price equation from evolutionary theory, named after George Price. We introduce the Price equation from its biological roots, review a mathematically abstract form of the equation, and discuss the potential for this equation to unify diverse mathematical theories from different disciplines. The new work in Nature Physics and many applications in biology show that this equation also provides the basis for deriving many novel theoretical results within each discipline. MDPI 2020-12-10 /pmc/articles/PMC7764014/ /pubmed/33321870 http://dx.doi.org/10.3390/e22121395 Text en © 2020 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 | Perspective Frank, Steven A. Bruggeman, Frank J. The Fundamental Equations of Change in Statistical Ensembles and Biological Populations |
title | The Fundamental Equations of Change in Statistical Ensembles and Biological Populations |
title_full | The Fundamental Equations of Change in Statistical Ensembles and Biological Populations |
title_fullStr | The Fundamental Equations of Change in Statistical Ensembles and Biological Populations |
title_full_unstemmed | The Fundamental Equations of Change in Statistical Ensembles and Biological Populations |
title_short | The Fundamental Equations of Change in Statistical Ensembles and Biological Populations |
title_sort | fundamental equations of change in statistical ensembles and biological populations |
topic | Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7764014/ https://www.ncbi.nlm.nih.gov/pubmed/33321870 http://dx.doi.org/10.3390/e22121395 |
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