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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...

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Autores principales: Frank, Steven A., Bruggeman, Frank J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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