This third part extends the theory of Generalized Poisson–Kac (GPK) processes to nonlinear stochastic models and to a continuum of states. Nonlinearity is treated in two ways: (i) as a dependence of the parameters (intensity of the stochastic velocity, transition rates) of the stochastic perturbation on the state variable, similarly to the case of nonlinear Langevin equations, and (ii) as the dependence of the stochastic microdynamic equations of motion on the statistical description of the process itself (nonlinear Fokker–Planck–Kac models). Several numerical and physical examples illustrate the theory. Gathering nonlinearity and a continuum of states, GPK theory provides a stochastic derivation of the nonlinear Boltzmann equation, furnishing a positive answer to the Kac’s program in kinetic theory. The transition from stochastic microdynamics to transport theory within the framework of the GPK paradigm is also addressed.

Stochastic foundations of undulatory transport phenomena: generalized Poisson-Kac processes. Part III extensions and applications to kinetic theory and transport / Giona, Massimiliano; Brasiello, Antonio; Crescitelli, Silvestro. - In: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL. - ISSN 1751-8113. - STAMPA. - 50:33(2017). [10.1088/1751-8121/aa79d6]

Stochastic foundations of undulatory transport phenomena: generalized Poisson-Kac processes. Part III extensions and applications to kinetic theory and transport

Giona, Massimiliano
;
Brasiello, Antonio;
2017

Abstract

This third part extends the theory of Generalized Poisson–Kac (GPK) processes to nonlinear stochastic models and to a continuum of states. Nonlinearity is treated in two ways: (i) as a dependence of the parameters (intensity of the stochastic velocity, transition rates) of the stochastic perturbation on the state variable, similarly to the case of nonlinear Langevin equations, and (ii) as the dependence of the stochastic microdynamic equations of motion on the statistical description of the process itself (nonlinear Fokker–Planck–Kac models). Several numerical and physical examples illustrate the theory. Gathering nonlinearity and a continuum of states, GPK theory provides a stochastic derivation of the nonlinear Boltzmann equation, furnishing a positive answer to the Kac’s program in kinetic theory. The transition from stochastic microdynamics to transport theory within the framework of the GPK paradigm is also addressed.
2017
Kacs program; kinetic theory; nonlinear Langevin equations; stochastic processes; transport theory; statistical and nonlinear physics; statistics and probability; modeling and simulation; mathematical physics; physics and astronomy (all)
01 Pubblicazione su rivista::01a Articolo in rivista
Stochastic foundations of undulatory transport phenomena: generalized Poisson-Kac processes. Part III extensions and applications to kinetic theory and transport / Giona, Massimiliano; Brasiello, Antonio; Crescitelli, Silvestro. - In: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL. - ISSN 1751-8113. - STAMPA. - 50:33(2017). [10.1088/1751-8121/aa79d6]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1091629
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