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Weighted Relative Group Entropies and Associated Fisher Metrics
A large family of new [Formula: see text]-weighted group entropy functionals is defined and associated Fisher-like metrics are considered. All these notions are well-suited semi-Riemannian tools for the geometrization of entropy-related statistical models, where they may act as sensitive controlling...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775049/ https://www.ncbi.nlm.nih.gov/pubmed/35052146 http://dx.doi.org/10.3390/e24010120 |
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author | Hirica, Iulia-Elena Pripoae, Cristina-Liliana Pripoae, Gabriel-Teodor Preda, Vasile |
author_facet | Hirica, Iulia-Elena Pripoae, Cristina-Liliana Pripoae, Gabriel-Teodor Preda, Vasile |
author_sort | Hirica, Iulia-Elena |
collection | PubMed |
description | A large family of new [Formula: see text]-weighted group entropy functionals is defined and associated Fisher-like metrics are considered. All these notions are well-suited semi-Riemannian tools for the geometrization of entropy-related statistical models, where they may act as sensitive controlling invariants. The main result of the paper establishes a link between such a metric and a canonical one. A sufficient condition is found, in order that the two metrics be conformal (or homothetic). In particular, we recover a recent result, established for [Formula: see text] and for non-weighted relative group entropies. Our conformality condition is “universal”, in the sense that it does not depend on the group exponential. |
format | Online Article Text |
id | pubmed-8775049 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-87750492022-01-21 Weighted Relative Group Entropies and Associated Fisher Metrics Hirica, Iulia-Elena Pripoae, Cristina-Liliana Pripoae, Gabriel-Teodor Preda, Vasile Entropy (Basel) Article A large family of new [Formula: see text]-weighted group entropy functionals is defined and associated Fisher-like metrics are considered. All these notions are well-suited semi-Riemannian tools for the geometrization of entropy-related statistical models, where they may act as sensitive controlling invariants. The main result of the paper establishes a link between such a metric and a canonical one. A sufficient condition is found, in order that the two metrics be conformal (or homothetic). In particular, we recover a recent result, established for [Formula: see text] and for non-weighted relative group entropies. Our conformality condition is “universal”, in the sense that it does not depend on the group exponential. MDPI 2022-01-13 /pmc/articles/PMC8775049/ /pubmed/35052146 http://dx.doi.org/10.3390/e24010120 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Hirica, Iulia-Elena Pripoae, Cristina-Liliana Pripoae, Gabriel-Teodor Preda, Vasile Weighted Relative Group Entropies and Associated Fisher Metrics |
title | Weighted Relative Group Entropies and Associated Fisher Metrics |
title_full | Weighted Relative Group Entropies and Associated Fisher Metrics |
title_fullStr | Weighted Relative Group Entropies and Associated Fisher Metrics |
title_full_unstemmed | Weighted Relative Group Entropies and Associated Fisher Metrics |
title_short | Weighted Relative Group Entropies and Associated Fisher Metrics |
title_sort | weighted relative group entropies and associated fisher metrics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8775049/ https://www.ncbi.nlm.nih.gov/pubmed/35052146 http://dx.doi.org/10.3390/e24010120 |
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