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A Dual Measure of Uncertainty: The Deng Extropy

The extropy has recently been introduced as the dual concept of entropy. Moreover, in the context of the Dempster–Shafer evidence theory, Deng studied a new measure of discrimination, named the Deng entropy. In this paper, we define the Deng extropy and study its relation with Deng entropy, and exam...

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Detalles Bibliográficos
Autores principales: Buono, Francesco, Longobardi, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517106/
https://www.ncbi.nlm.nih.gov/pubmed/33286354
http://dx.doi.org/10.3390/e22050582
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author Buono, Francesco
Longobardi, Maria
author_facet Buono, Francesco
Longobardi, Maria
author_sort Buono, Francesco
collection PubMed
description The extropy has recently been introduced as the dual concept of entropy. Moreover, in the context of the Dempster–Shafer evidence theory, Deng studied a new measure of discrimination, named the Deng entropy. In this paper, we define the Deng extropy and study its relation with Deng entropy, and examples are proposed in order to compare them. The behaviour of Deng extropy is studied under changes of focal elements. A characterization result is given for the maximum Deng extropy and, finally, a numerical example in pattern recognition is discussed in order to highlight the relevance of the new measure.
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spelling pubmed-75171062020-11-09 A Dual Measure of Uncertainty: The Deng Extropy Buono, Francesco Longobardi, Maria Entropy (Basel) Article The extropy has recently been introduced as the dual concept of entropy. Moreover, in the context of the Dempster–Shafer evidence theory, Deng studied a new measure of discrimination, named the Deng entropy. In this paper, we define the Deng extropy and study its relation with Deng entropy, and examples are proposed in order to compare them. The behaviour of Deng extropy is studied under changes of focal elements. A characterization result is given for the maximum Deng extropy and, finally, a numerical example in pattern recognition is discussed in order to highlight the relevance of the new measure. MDPI 2020-05-21 /pmc/articles/PMC7517106/ /pubmed/33286354 http://dx.doi.org/10.3390/e22050582 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 Article
Buono, Francesco
Longobardi, Maria
A Dual Measure of Uncertainty: The Deng Extropy
title A Dual Measure of Uncertainty: The Deng Extropy
title_full A Dual Measure of Uncertainty: The Deng Extropy
title_fullStr A Dual Measure of Uncertainty: The Deng Extropy
title_full_unstemmed A Dual Measure of Uncertainty: The Deng Extropy
title_short A Dual Measure of Uncertainty: The Deng Extropy
title_sort dual measure of uncertainty: the deng extropy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517106/
https://www.ncbi.nlm.nih.gov/pubmed/33286354
http://dx.doi.org/10.3390/e22050582
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