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arXiv:2611.13040 · v1

On the Concavity of Rényi Entropy and Rényi Entropy Power along Heat Flows on Manifolds

首次提交 2026-11-09 19:32
版本更新 2026-11-09 19:32
雷达观测 2026-11-11 11:05
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摘要

In this paper, we establish the concavity of Rényi entropy and Rényi entropy power along heat flow on Euclidean space of arbitrary dimension, for Rényi orders α∈[1,2]α\in[1,2]. More generally, we prove the corresponding result along the heat flow generated by the Witten Laplacian on complete Riemannian manifolds under a suitable curvature-dimension condition. Our argument builds on novel functional inequalities that were recently developed for the study of Tsallis entropy concavity along the heat flow. We extend both these inequalities and the resulting concavity theorem from the Euclidean setting to the Riemannian manifold setting. In addition, we establish the complete monotonicity of Tsallis entropy of order 22 along the heat flow and derive its spectral decomposition.

作者备注:33 pages

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v1 · 2026-11-09 19:32 · 最新观测版本

On the Concavity of Rényi Entropy and Rényi Entropy Power along Heat Flows on Manifolds

In this paper, we establish the concavity of Rényi entropy and Rényi entropy power along heat flow on Euclidean space of arbitrary dimension, for Rényi orders α∈[1,2]α\in[1,2]. More generally, we prove the corresponding result along the heat flow generated by the Witten Laplacian on complete Riemannian manifolds under a suitable curvature-dimension condition. Our argument builds on novel functional inequalities that were recently developed for the study of Tsallis entropy concavity along the heat flow. We extend both these inequalities and the resulting concavity theorem from the Euclidean setting to the Riemannian manifold setting. In addition, we establish the complete monotonicity of Tsallis entropy of order 22 along the heat flow and derive its spectral decomposition.

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