A Generalization of the Concavity of Renyi Entropy Power

被引:3
|
作者
Guo, Laigang [1 ]
Yuan, Chun-Ming [2 ,3 ]
Gao, Xiao-Shan [2 ,3 ]
机构
[1] Beijing Normal Univ, Sch Math Sci, Lab Math & Complex Syst, Minist Educ, Beijing 100875, Peoples R China
[2] Chinese Acad Sci, Acad Math & Syst Sci, KLMM, Beijing 100190, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
基金
北京市自然科学基金;
关键词
Renyi entropy; entropy power inequality; nonlinear heat equation; SIMPLE PROOF; INFORMATION; INEQUALITY;
D O I
10.3390/e23121593
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Recently, Savare-Toscani proved that the Renyi entropy power of general probability densities solving the p-nonlinear heat equation in R n is a concave function of time under certain conditions of three parameters n , p , mu , which extends Costa's concavity inequality for Shannon's entropy power to the Renyi entropy power. In this paper, we give a condition f ( n , p , mu ) of n , p , mu under which the concavity of the Renyi entropy power is valid. The condition f ( n , p , mu ) contains Savare-Toscani's condition as a special case and much more cases. Precisely, the points ( n , p , mu ) satisfying Savare-Toscani's condition consist of a two-dimensional subset of R (3) , and the points satisfying the condition f ( n , p , mu ) consist a three-dimensional subset of R (3) . Furthermore, f ( n , p , mu ) gives the necessary and sufficient condition in a certain sense. Finally, the conditions are obtained with a systematic approach.
引用
收藏
页数:18
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