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Regular and Chaotic Dynamics, 2010, Volume 15, Issue 4-5, Pages 575–597
DOI: https://doi.org/10.1134/S156035471004012X
(Mi rcd517)
 

This article is cited in 4 scientific papers (total in 4 papers)

On the 60th birthday of professor V.V. Kozlov

Coarse-grained entropy in dynamical systems

G. Piftankin, D. Treschev

V.A. Steklov Mathematical Institute, RAS, Gubkina str. 8, Moscow 119991, Russia
Citations (4)
Abstract: Let $M$ be the phase space of a physical system. Consider the dynamics, determined by the invertible map $T:M\to M$, preserving the measure $\mu$ on $M$. Let $\nu$ be another measure on $M$, $d\nu=\rho\,d\mu$. Gibbs introduced the quantity $s(\rho)=-\int \rho\log\rho\,d\mu$ as an analog of the thermodynamical entropy. We consider a modification of the Gibbs (fine-grained) entropy the so called coarse-grained entropy.
First we obtain a formula for the difference between the coarse-grained and Gibbs entropy. The main term of the difference is expressed by a functional usually referenced to as the Fisher information.
Then we consider the behavior of the coarse-grained entropy as a function of time. The dynamics transforms $\nu$ in the following way: $\nu\mapsto\nu_n$, $d\nu_n=\rho\circ T^{-n} d\mu$. Hence, we obtain the sequence of densities $\rho_n=\rho\circ T^{-n}$ and the corresponding values of the Gibbs and the coarse-grained entropy. We show that while the Gibbs entropy remains constant, the coarse-grained entropy has a tendency to a growth and this growth is determined by dynamical properties of the map $T$.
Finally, we give numerical calculation of the coarse-grained entropy as a function of time for systems with various dynamical properties: integrable, chaotic and with mixed dynamics and compare these calculation with theoretical statements.
Keywords: Gibbs entropy, nonequilibrium thermodynamics, Lyapunov exponents, Gibbs ensemble.
Received: 17.12.2009
Accepted: 24.12.2009
Bibliographic databases:
Document Type: Personalia
MSC: 37A05, 37A60
Language: English
Citation: G. Piftankin, D. Treschev, “Coarse-grained entropy in dynamical systems”, Regul. Chaotic Dyn., 15:4-5 (2010), 575–597
Citation in format AMSBIB
\Bibitem{PifTre10}
\by G. Piftankin, D. Treschev
\paper Coarse-grained entropy in dynamical systems
\jour Regul. Chaotic Dyn.
\yr 2010
\vol 15
\issue 4-5
\pages 575--597
\mathnet{http://mi.mathnet.ru/rcd517}
\crossref{https://doi.org/10.1134/S156035471004012X}
\mathscinet{http://mathscinet.ams.org/mathscinet-getitem?mr=2679766}
\zmath{https://zbmath.org/?q=an:1203.37008}
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  • This publication is cited in the following 4 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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