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Renyi entropy driven hierarchical graph clustering [PDF]

open access: yesPeerJ Computer Science, 2021
This article explores a graph clustering method that is derived from an information theoretic method that clusters points in ${{\mathbb{R}}^{n}}$Rn relying on Renyi entropy, which involves computing the usual Euclidean distance between these points.
Frédérique Oggier, Anwitaman Datta
doaj   +5 more sources

Rényi Entropy and Free Energy [PDF]

open access: yesEntropy, 2022
The Rényi entropy is a generalization of the usual concept of entropy which depends on a parameter q. In fact, Rényi entropy is closely related to free energy. Suppose we start with a system in thermal equilibrium and then suddenly divide the temperature
John C. Baez
doaj   +2 more sources

Some new findings on the survival Rényi entropy and application of COVID-19 data [PDF]

open access: yesResults in Physics, 2021
Motivated by the connotation of survival Rényi entropy and its related dynamic version, we introduce them in terms of their lower bounds and mean residual life function.
Mohamed S. Mohamed   +2 more
doaj   +2 more sources

Non-Hermitian Generalization of Rényi Entropy [PDF]

open access: yesEntropy, 2022
From their conception to present times, different concepts and definitions of entropy take key roles in a variety of areas from thermodynamics to information science, and they can be applied to both classical and quantum systems.
Daili Li, Chao Zheng
doaj   +2 more sources

Supersymmetric Renyi Entropy [PDF]

open access: yesJournal of High Energy Physics, 2013
We consider 3d N>= 2 superconformal field theories on a branched covering of a three-sphere. The Renyi entropy of a CFT is given by the partition function on this space, but conical singularities break the supersymmetry preserved in the bulk.
Nishioka, Tatsuma, Yaakov, Itamar
core   +3 more sources

A Novel Perspective of the Kalman Filter from the Rényi Entropy [PDF]

open access: yesEntropy, 2020
Rényi entropy as a generalization of the Shannon entropy allows for different averaging of probabilities of a control parameter α. This paper gives a new perspective of the Kalman filter from the Rényi entropy.
Yarong Luo   +3 more
doaj   +2 more sources

Rényi Entropy in Statistical Mechanics [PDF]

open access: yesEntropy, 2022
Rényi entropy was originally introduced in the field of information theory as a parametric relaxation of Shannon (in physics, Boltzmann–Gibbs) entropy. This has also fuelled different attempts to generalise statistical mechanics, although mostly skipping
Jesús Fuentes, Jorge Gonçalves
doaj   +2 more sources

Renyi Entropy and Geometry [PDF]

open access: yesPhysical Review D, 2014
Entanglement entropy in even dimensional conformal field theories (CFTs) contains well-known universal terms arising from the conformal anomaly. Renyi entropies are natural generalizations of the entanglement entropy that are much less understood.
Lee, Jeongseog   +2 more
core   +3 more sources

The Case for Shifting the Renyi Entropy [PDF]

open access: yesEntropy, 2019
We introduce a variant of the Rényi entropy definition that aligns it with the well-known Hölder mean: in the new formulation, the r-th order Rényi Entropy is the logarithm of the inverse of the r-th order Hölder mean. This brings about new insights into
Francisco J. Valverde-Albacete   +1 more
doaj   +2 more sources

From Rényi Entropy Power to Information Scan of Quantum States [PDF]

open access: yesEntropy, 2021
In this paper, we generalize the notion of Shannon’s entropy power to the Rényi-entropy setting. With this, we propose generalizations of the de Bruijn identity, isoperimetric inequality, or Stam inequality. This framework not only allows for finding new
Petr Jizba   +2 more
doaj   +2 more sources

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