Title :
The Concavity of Rényi Entropy Power
Author :
Savare, Giuseppe ; Toscani, Giuseppe
Author_Institution :
Dept. of Math., Univ. of Pavia, Pavia, Italy
Abstract :
We associate to the pth Rényi entropy a definition of entropy power, which is the natural extension of Shannon´s entropy power and exhibits a nice behavior along solutions to the p-nonlinear heat equation in Rn. We show that the Rényi entropy power of general probability densities solving such equations is always a concave function of time, whereas it has a linear behavior in correspondence to the Barenblatt source-type solutions. This result extends Costa´s concavity inequality for Shannon´s entropy power to Rényi entropies.
Keywords :
entropy; probability; Barenblatt source-type solutions; Costa concavity inequality; Rényi entropy power; Shannon entropy power; concave function; p-nonlinear heat equation; probability densities; Entropy; Equations; Indexes; Mathematical model; Plasmas; Space heating; Entropy; R??nyi entropy; information measure; information theory; nonlinear heat equation;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2014.2309341