The fractional Brownian motion X-beta (t) is the solution of the Sturm-Liouville fractional differential equation of order beta, (with beta a positive real number), enforced by a zero mean normal white noise. The main aim of this paper is to derive the fractional Fokker-Planck equation (FFP) related to the above fractional differential equation. It is shown that FFP is ruled by the fractional derivative of order 2H, with Hurst index H = beta-1/2. This means that the diffusive term in the FFP equation is found. Further studies are necessary for the complete FFP equation in the more general case in which the equation is enforced not only by the white noise, but also by a nonlinear transformation of the response itself.
Di Paola, M., Pirrotta, A. (2022). Fokker-Planck equation of the fractional Brownian motion. INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, 147 [10.1016/j.ijnonlinmec.2022.104224].
Fokker-Planck equation of the fractional Brownian motion
Di Paola, MMembro del Collaboration Group
;Pirrotta, A
Secondo
2022-12-01
Abstract
The fractional Brownian motion X-beta (t) is the solution of the Sturm-Liouville fractional differential equation of order beta, (with beta a positive real number), enforced by a zero mean normal white noise. The main aim of this paper is to derive the fractional Fokker-Planck equation (FFP) related to the above fractional differential equation. It is shown that FFP is ruled by the fractional derivative of order 2H, with Hurst index H = beta-1/2. This means that the diffusive term in the FFP equation is found. Further studies are necessary for the complete FFP equation in the more general case in which the equation is enforced not only by the white noise, but also by a nonlinear transformation of the response itself.| File | Dimensione | Formato | |
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