Random time-change with inverses of multivariate subordinators: Governing equations and fractional dynamics

被引:9
作者
Beghin, Luisa [1 ]
Macci, Claudio [2 ]
Ricciuti, Costantino [1 ]
机构
[1] Univ Roma Sapienza, Dipartimento Sci Stat, Piazzale Aldo Moro 5, I-00185 Rome, Italy
[2] Univ Roma Tor Vergata, Dipartimento Matemat, Viale Ric Sci 1, I-00133 Rome, Italy
关键词
Random time-change; Multivariate Levy processes; Subordinators; Anomalous diffusion; Continuous time random walks; Fractional operators; RANDOM-WALKS; POISSON PROCESSES; ANOMALOUS DIFFUSION; LIMIT-THEOREMS; LEVY PROCESSES; MOTION; GAMMA;
D O I
10.1016/j.spa.2020.05.014
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
It is well-known that compositions of Markov processes with inverse subordinators are governed by integro-differential equations of generalized fractional type. This kind of processes are of wide interest in statistical physics as they are connected to anomalous diffusions. In this paper we consider a generalization; more precisely we mean componentwise compositions of R-d-valued Markov processes with the components of an independent multivariate inverse subordinator. As a possible application, we present a model of anomalous diffusion in anisotropic medium, which is obtained as a weak limit of suitable continuous-time random walks. (C) 2020 Elsevier B.Y. All rights reserved.
引用
收藏
页码:6364 / 6387
页数:24
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