Fractional Renyi entropy

被引:14
|
作者
Tenreiro Machado, J. A. [1 ]
Lopes, Antonio M. [2 ]
机构
[1] Polytech Porto, Inst Engn, Rua Dr Antonio Bernardino de Almeida 431, P-4249015 Porto, Portugal
[2] Univ Porto, UISPA LAETA INEGI, Fac Engn, Rua Dr Roberto Frias, P-4200465 Porto, Portugal
来源
EUROPEAN PHYSICAL JOURNAL PLUS | 2019年 / 134卷 / 05期
关键词
STATISTICAL-MECHANICS; INFORMATION-THEORY; DIFFUSION; MODEL; LAW;
D O I
10.1140/epjp/i2019-12554-9
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
.This paper proposes two novel expressions for the Renyi entropy inspired in the concepts of fractional calculus. The new formulations are applied to the Bernoulli distribution, the Dow Jones Industrial Average time series and data from researcher citation profiles. The results are compared with those provided by other fractional entropies. The tuning by means of the fractional order allows a superior sensitivity of the entropy to the characteristics exhibited by each distinct type of data. Indeed, the additional freedom provided by the two parameters of the new Renyi formulations is useful when characterizing assertively real world data representative of complex systems.
引用
收藏
页数:10
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