Refined Estimations for Some Types of Entropies and Divergences

In this paper, the improvements in the estimations of some entropies are of our interest. These improvements can also be done sequentially. We find some new and refined bounds for the Tsallis entropy, Tsallis quasilinear entropy, and Tsallis quasilinear divergence. The estimations for the Tsallis en...

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Veröffentlicht in:Complex analysis and operator theory 2023-09, Vol.17 (6), Article 98
Hauptverfasser: Nikoufar, Ismail, Kanani Arpatapeh, Mehdi
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Sprache:eng
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Zusammenfassung:In this paper, the improvements in the estimations of some entropies are of our interest. These improvements can also be done sequentially. We find some new and refined bounds for the Tsallis entropy, Tsallis quasilinear entropy, and Tsallis quasilinear divergence. The estimations for the Tsallis entropy are provided with respect to the Shannon entropy and Rényi entropy. We obtain some alternative refined bounds for the Tsallis relative operator entropy and we establish the significant refined relation between the Tsallis relative operator entropy and the generalized relative operator entropy.
ISSN:1661-8254
1661-8262
DOI:10.1007/s11785-023-01402-3