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A Review of Fractional Order Entropies

Fractional calculus (FC) is the area of calculus that generalizes the operations of differentiation and integration. FC operators are non-local and capture the history of dynamical effects present in many natural and artificial phenomena. Entropy is a measure of uncertainty, diversity and randomness...

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Detalles Bibliográficos
Autores principales: Lopes, António M., Machado, José A. Tenreiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7761995/
https://www.ncbi.nlm.nih.gov/pubmed/33279919
http://dx.doi.org/10.3390/e22121374
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author Lopes, António M.
Machado, José A. Tenreiro
author_facet Lopes, António M.
Machado, José A. Tenreiro
author_sort Lopes, António M.
collection PubMed
description Fractional calculus (FC) is the area of calculus that generalizes the operations of differentiation and integration. FC operators are non-local and capture the history of dynamical effects present in many natural and artificial phenomena. Entropy is a measure of uncertainty, diversity and randomness often adopted for characterizing complex dynamical systems. Stemming from the synergies between the two areas, this paper reviews the concept of entropy in the framework of FC. Several new entropy definitions have been proposed in recent decades, expanding the scope of applicability of this seminal tool. However, FC is not yet well disseminated in the community of entropy. Therefore, new definitions based on FC can generalize both concepts in the theoretical and applied points of view. The time to come will prove to what extend the new formulations will be useful.
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spelling pubmed-77619952021-02-24 A Review of Fractional Order Entropies Lopes, António M. Machado, José A. Tenreiro Entropy (Basel) Review Fractional calculus (FC) is the area of calculus that generalizes the operations of differentiation and integration. FC operators are non-local and capture the history of dynamical effects present in many natural and artificial phenomena. Entropy is a measure of uncertainty, diversity and randomness often adopted for characterizing complex dynamical systems. Stemming from the synergies between the two areas, this paper reviews the concept of entropy in the framework of FC. Several new entropy definitions have been proposed in recent decades, expanding the scope of applicability of this seminal tool. However, FC is not yet well disseminated in the community of entropy. Therefore, new definitions based on FC can generalize both concepts in the theoretical and applied points of view. The time to come will prove to what extend the new formulations will be useful. MDPI 2020-12-05 /pmc/articles/PMC7761995/ /pubmed/33279919 http://dx.doi.org/10.3390/e22121374 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 Review
Lopes, António M.
Machado, José A. Tenreiro
A Review of Fractional Order Entropies
title A Review of Fractional Order Entropies
title_full A Review of Fractional Order Entropies
title_fullStr A Review of Fractional Order Entropies
title_full_unstemmed A Review of Fractional Order Entropies
title_short A Review of Fractional Order Entropies
title_sort review of fractional order entropies
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7761995/
https://www.ncbi.nlm.nih.gov/pubmed/33279919
http://dx.doi.org/10.3390/e22121374
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