The concavity of Rènyi entropy power

نویسندگان

  • Giuseppe Savaré
  • Giuseppe Toscani
چکیده

We associate to the p-th Rényi 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 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 behaviour in correspondence to the Barenblatt sourcetype solutions. This result extends Costa’s concavity inequality for Shannon’s entropy power to Rényi entropies.

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عنوان ژورنال:
  • IEEE Trans. Information Theory

دوره 60  شماره 

صفحات  -

تاریخ انتشار 2014