Calculus of Variations and Geometric Measure Theory
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G. Savaré - G. Toscani

The concavity of Rènyi entropy power

created by savare on 24 Feb 2021

[BibTeX]

preprint

Inserted: 24 feb 2021

Year: 2012

ArXiv: 1208.1035 PDF

Abstract:

We associate to the p-th R\'enyi entropy a definition of entropy power, which is the natural extension of Shannon's entropy power and exhibits a nice behaviour along solutions to the p-nonlinear heat equation in $R^n$. We show that the R\'enyi entropy power of general probability densities solving such equations is always a concave function of time, whereas it has a linear behaviour in correspondence to the Barenblatt source-type solutions. We then shown that the p-th R\'enyi entropy power of a probability density which solves the nonlinear diffusion of order p, is a concave function of time. This result extends Costa's concavity inequality for Shannon's entropy power to R\'enyi entropies.

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