In this paper, fractional calculus has been used to find the spectral counterpart of the Fokker- Planck equations for non-linear systems driven by Lévy white noise processes. In particular it is shown that one can obtain the equation ruling the characteristic function of the response to a non-linear system, without using the Itô formula. Indeed, it is possible to reproduce the well-known results, already known in literature, by means of the characteristic function representation in terms of complex moments, recently proposed by the first two authors. The case of a-stable Lévy driven stochastic differential equation is also treated introducing an associated process constructed from the stable one.
Cottone, G., Di Paola, M., Marino, F. (2009). On the derivation of the Fokker-Plank equation by using of Fractional calculus. In Safety, Reliability and Risk of Structures, Infrastructures and Engineering Systems (pp.965-971). Taylor & Francis Group.
On the derivation of the Fokker-Plank equation by using of Fractional calculus
COTTONE, Giulio;DI PAOLA, Mario;
2009-01-01
Abstract
In this paper, fractional calculus has been used to find the spectral counterpart of the Fokker- Planck equations for non-linear systems driven by Lévy white noise processes. In particular it is shown that one can obtain the equation ruling the characteristic function of the response to a non-linear system, without using the Itô formula. Indeed, it is possible to reproduce the well-known results, already known in literature, by means of the characteristic function representation in terms of complex moments, recently proposed by the first two authors. The case of a-stable Lévy driven stochastic differential equation is also treated introducing an associated process constructed from the stable one.File | Dimensione | Formato | |
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