In this second part, we analyze the dissipation properties of generalized Poisson–Kac (GPK) processes, considering the decay of suitable L 2 -norms and the definition of entropy functions. In both cases, consistent energy dissipation and entropy functions depend on the whole system of primitive statistical variables, the partial probability density functions { p α (x, t)} N α=1 , while the corresponding energy dissipation and entropy functions based on the overall probability density p(x, t) do not satisfy monotonicity requirements as a function of time. These results provide new insights on the theory of Markov operators associated with irreversible stochastic dynamics. Examples from chaotic advection (standard map coupled to stochastic GPK processes) illustrate this phenomenon. Some complementary physical issues are also addressed: the ergodicity breaking in the presence of attractive potentials, and the use of GPK perturbations to mollify stochastic field equations.

Stochastic foundations of undulatory transport phenomena: generalized Poisson-Kac processes. Part II Irreversibility, norms and entropies / Giona, Massimiliano; Brasiello, Antonio; Crescitelli, Silvestro. - In: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL. - ISSN 1751-8113. - 50:33(2017). [10.1088/1751-8121/aa79c5]

Stochastic foundations of undulatory transport phenomena: generalized Poisson-Kac processes. Part II Irreversibility, norms and entropies

Giona, Massimiliano
;
Brasiello, Antonio;
2017

Abstract

In this second part, we analyze the dissipation properties of generalized Poisson–Kac (GPK) processes, considering the decay of suitable L 2 -norms and the definition of entropy functions. In both cases, consistent energy dissipation and entropy functions depend on the whole system of primitive statistical variables, the partial probability density functions { p α (x, t)} N α=1 , while the corresponding energy dissipation and entropy functions based on the overall probability density p(x, t) do not satisfy monotonicity requirements as a function of time. These results provide new insights on the theory of Markov operators associated with irreversible stochastic dynamics. Examples from chaotic advection (standard map coupled to stochastic GPK processes) illustrate this phenomenon. Some complementary physical issues are also addressed: the ergodicity breaking in the presence of attractive potentials, and the use of GPK perturbations to mollify stochastic field equations.
2017
entropy functions; ergodicity breaking; irreversible thermodynamics; stochastic processes; 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 II Irreversibility, norms and entropies / Giona, Massimiliano; Brasiello, Antonio; Crescitelli, Silvestro. - In: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL. - ISSN 1751-8113. - 50:33(2017). [10.1088/1751-8121/aa79c5]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1091628
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