Large deviations in continuous-time random walks

被引:9
|
作者
Pacheco-Pozo, Adrian [1 ]
Sokolov, Igor M. [1 ,2 ]
机构
[1] Humboldt Univ, Inst Phys, Newtonstr 15, D-12489 Berlin, Germany
[2] Humboldt Univ, IRIS Adlershof, Newtonstr 15, D-12489 Berlin, Germany
关键词
SUBORDINATION; DIFFUSION;
D O I
10.1103/PhysRevE.103.042116
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We discuss large deviation properties of continuous-time random walks (CTRWs) and present a general expression for the large deviation rate in CTRWs in terms of the corresponding rates for the distributions of steps' lengths and waiting times. In the case of Gaussian distribution of steps' lengths the general expression reduces to a sequence of two Legendre transformations applied to the cumulant generating function of waiting times. The discussion of several examples (Bernoulli and Gaussian random walks with exponentially distributed waiting times, Gaussian random walks with one-sided Levy and Pareto-distributed waiting times) reveals interesting general properties of such large deviations.
引用
收藏
页数:10
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