Tsallis Relative Entropy and Anomalous Diffusion

被引:42
作者
Prehl, Janett [1 ]
Essex, Christopher [2 ]
Hoffmann, Karl Heinz [1 ]
机构
[1] Tech Univ Chemnitz, Inst Phys, D-09107 Chemnitz, Germany
[2] Univ Western Ontario, Dept Appl Math, Middlesex Coll, London, ON N6A 5B7, Canada
关键词
space-fractional diffusion equation; stable distribution; Kullback-Leibler entropy; Tsallis relative entropy; FRACTIONAL DIFFUSION; INFORMATION; APPROXIMATION; SUBDIFFUSION; EQUATION; DENSITY;
D O I
10.3390/e14040701
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper we utilize the Tsallis relative entropy, a generalization of the Kullback-Leibler entropy in the frame work of non-extensive thermodynamics to analyze the properties of anomalous diffusion processes. Anomalous (super-) diffusive behavior can be described by fractional diffusion equations, where the second order space derivative is extended to fractional order alpha is an element of (1, 2). They represent a bridging regime, where for alpha = 2 one obtains the diffusion equation and for alpha = 1 the (half) wave equation is given. These fractional diffusion equations are solved by so-called stable distributions, which exhibit heavy tails and skewness. In contrast to the Shannon or Tsallis entropy of these distributions, the Kullback and Tsallis relative entropy, relative to the pure diffusion case, induce a natural ordering of the stable distributions consistent with the ordering implied by the pure diffusion and wave limits.
引用
收藏
页码:701 / 716
页数:16
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