We consider different types of processes obtained by composing Brownian motion B(t), fractional Brownian motion B-H(t) and Cauchy processes C(t) in different manners. We study also multidimensional iterated processes in R-d, like, for example, (B-1(|C(t)|), . . ., B-d(|C(t)|)) and (C-1(|C(t)|), . . . , C-d(|C(t)|)), deriving the corresponding partial differential equations satisfied by their joint distribution. We show that many important partial differential equations, like wave equation, equation of vibration of rods, higher-order heat equation, are satisfied by the laws of the iterated processes considered in the work. Similarly, we prove that some processes like C(|B-1(|B-2(...|Bn+1(t) . . .)|)|) are governed by fractional diffusion equations.
Equations of Mathematical Physics and Compositions of Brownian and Cauchy Processes / Beghin, Luisa; Orsingher, Enzo; L., Sakhno. - In: STOCHASTIC ANALYSIS AND APPLICATIONS. - ISSN 0736-2994. - STAMPA. - 29:4(2011), pp. 551-569. [10.1080/07362994.2011.581071]
Equations of Mathematical Physics and Compositions of Brownian and Cauchy Processes
BEGHIN, Luisa;ORSINGHER, Enzo;
2011
Abstract
We consider different types of processes obtained by composing Brownian motion B(t), fractional Brownian motion B-H(t) and Cauchy processes C(t) in different manners. We study also multidimensional iterated processes in R-d, like, for example, (B-1(|C(t)|), . . ., B-d(|C(t)|)) and (C-1(|C(t)|), . . . , C-d(|C(t)|)), deriving the corresponding partial differential equations satisfied by their joint distribution. We show that many important partial differential equations, like wave equation, equation of vibration of rods, higher-order heat equation, are satisfied by the laws of the iterated processes considered in the work. Similarly, we prove that some processes like C(|B-1(|B-2(...|Bn+1(t) . . .)|)|) are governed by fractional diffusion equations.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.