Literature DB >> 28297923

Signature of nonlinear damping in geometric structure of a nonequilibrium process.

Eun-Jin Kim1, Rainer Hollerbach2.   

Abstract

We investigate the effect of nonlinear interaction on the geometric structure of a nonequilibrium process. Specifically, by considering a driven-dissipative system where a stochastic variable x is damped either linearly (∝x) or nonlinearly (∝x^{3}) while driven by a white noise, we compute the time-dependent probability density functions (PDFs) during the relaxation towards equilibrium from an initial nonequilibrium state. From these PDFs, we quantify the information change by the information length L, which is the total number of statistically distinguishable states which the system passes through from the initial state to the final state. By exploiting different initial PDFs and the strength D of the white-noise forcing, we show that for a linear system, L increases essentially linearly with an initial mean value y_{0} of x as L∝y_{0}, demonstrating the preservation of a linear geometry. In comparison, in the case of a cubic damping, L has a power-law scaling as L∝y_{0}^{m}, with the exponent m depending on D and the width of the initial PDF. The rate at which information changes also exhibits a robust power-law scaling with time for the cubic damping.

Year:  2017        PMID: 28297923     DOI: 10.1103/PhysRevE.95.022137

Source DB:  PubMed          Journal:  Phys Rev E        ISSN: 2470-0045            Impact factor:   2.529


  7 in total

1.  Information Geometry of Spatially Periodic Stochastic Systems.

Authors:  Rainer Hollerbach; Eun-Jin Kim
Journal:  Entropy (Basel)       Date:  2019-07-12       Impact factor: 2.524

2.  Information Geometry of Nonlinear Stochastic Systems.

Authors:  Rainer Hollerbach; Donovan Dimanche; Eun-Jin Kim
Journal:  Entropy (Basel)       Date:  2018-07-25       Impact factor: 2.524

3.  Investigating Information Geometry in Classical and Quantum Systems through Information Length.

Authors:  Eun-Jin Kim
Journal:  Entropy (Basel)       Date:  2018-08-03       Impact factor: 2.524

4.  Comparing Information Metrics for a Coupled Ornstein-Uhlenbeck Process.

Authors:  James Heseltine; Eun-Jin Kim
Journal:  Entropy (Basel)       Date:  2019-08-08       Impact factor: 2.524

5.  Time-Dependent Probability Density Functions and Attractor Structure in Self-Organised Shear Flows.

Authors:  Quentin Jacquet; Eun-Jin Kim; Rainer Hollerbach
Journal:  Entropy (Basel)       Date:  2018-08-17       Impact factor: 2.524

6.  Information Geometric Theory in the Prediction of Abrupt Changes in System Dynamics.

Authors:  Adrian-Josue Guel-Cortez; Eun-Jin Kim
Journal:  Entropy (Basel)       Date:  2021-05-31       Impact factor: 2.524

7.  Monte Carlo Simulation of Stochastic Differential Equation to Study Information Geometry.

Authors:  Abhiram Anand Thiruthummal; Eun-Jin Kim
Journal:  Entropy (Basel)       Date:  2022-08-12       Impact factor: 2.738

  7 in total

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