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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...
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/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. |
format | Online Article Text |
id | pubmed-7517106 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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