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Keywords = weighted Tsallis divergence

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11 pages, 275 KiB  
Article
Some Properties of Weighted Tsallis and Kaniadakis Divergences
by Răzvan-Cornel Sfetcu, Sorina-Cezarina Sfetcu and Vasile Preda
Entropy 2022, 24(11), 1616; https://doi.org/10.3390/e24111616 - 5 Nov 2022
Cited by 5 | Viewed by 1949
Abstract
We are concerned with the weighted Tsallis and Kaniadakis divergences between two measures. More precisely, we find inequalities between these divergences and Tsallis and Kaniadakis logarithms, prove that they are limited by similar bounds with those that limit Kullback–Leibler divergence and show that [...] Read more.
We are concerned with the weighted Tsallis and Kaniadakis divergences between two measures. More precisely, we find inequalities between these divergences and Tsallis and Kaniadakis logarithms, prove that they are limited by similar bounds with those that limit Kullback–Leibler divergence and show that are pseudo-additive. Full article
(This article belongs to the Special Issue Information and Divergence Measures)
22 pages, 445 KiB  
Article
Lie Symmetries of the Nonlinear Fokker-Planck Equation Based on Weighted Kaniadakis Entropy
by Iulia-Elena Hirica, Cristina-Liliana Pripoae, Gabriel-Teodor Pripoae and Vasile Preda
Mathematics 2022, 10(15), 2776; https://doi.org/10.3390/math10152776 - 4 Aug 2022
Cited by 8 | Viewed by 2281
Abstract
The paper studies the Lie symmetries of the nonlinear Fokker-Planck equation in one dimension, which are associated to the weighted Kaniadakis entropy. In particular, the Lie symmetries of the nonlinear diffusive equation, associated to the weighted Kaniadakis entropy, are found. The MaxEnt problem [...] Read more.
The paper studies the Lie symmetries of the nonlinear Fokker-Planck equation in one dimension, which are associated to the weighted Kaniadakis entropy. In particular, the Lie symmetries of the nonlinear diffusive equation, associated to the weighted Kaniadakis entropy, are found. The MaxEnt problem associated to the weighted Kaniadakis entropy is given a complete solution, together with the thermodynamic relations which extend the known ones from the non-weighted case. Several different, but related, arguments point out a subtle dichotomous behavior of the Kaniadakis constant k, distinguishing between the cases k(1,1) and k=±1. By comparison, the Lie symmetries of the NFPEs based on Tsallis q-entropies point out six “exceptional” cases, for: q=12, q=32, q=43, q=73, q=2 and q=3. Full article
(This article belongs to the Special Issue Probability, Statistics and Their Applications 2021)
15 pages, 296 KiB  
Article
Refined Young Inequality and Its Application to Divergences
by Shigeru Furuichi and Nicuşor Minculete
Entropy 2021, 23(5), 514; https://doi.org/10.3390/e23050514 - 23 Apr 2021
Cited by 10 | Viewed by 2498
Abstract
We give bounds on the difference between the weighted arithmetic mean and the weighted geometric mean. These imply refined Young inequalities and the reverses of the Young inequality. We also studied some properties on the difference between the weighted arithmetic mean and the [...] Read more.
We give bounds on the difference between the weighted arithmetic mean and the weighted geometric mean. These imply refined Young inequalities and the reverses of the Young inequality. We also studied some properties on the difference between the weighted arithmetic mean and the weighted geometric mean. Applying the newly obtained inequalities, we show some results on the Tsallis divergence, the Rényi divergence, the Jeffreys–Tsallis divergence and the Jensen–Shannon–Tsallis divergence. Full article
(This article belongs to the Special Issue Types of Entropies and Divergences with Their Applications)
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