Literature DB >> 27415228

Geometric structure and geodesic in a solvable model of nonequilibrium process.

Eun-Jin Kim1, UnJin Lee2, James Heseltine1, Rainer Hollerbach3.   

Abstract

We investigate the geometric structure of a nonequilibrium process and its geodesic solutions. By employing an exactly solvable model of a driven dissipative system (generalized nonautonomous Ornstein-Uhlenbeck process), we compute the time-dependent probability density functions (PDFs) and investigate the evolution of this system in a statistical metric space where the distance between two points (the so-called information length) quantifies the change in information along a trajectory of the PDFs. In this metric space, we find a geodesic for which the information propagates at constant speed, and demonstrate its utility as an optimal path to reduce the total time and total dissipated energy. In particular, through examples of physical realizations of such geodesic solutions satisfying boundary conditions, we present a resonance phenomenon in the geodesic solution and the discretization into cyclic geodesic solutions. Implications for controlling population growth are further discussed in a stochastic logistic model, where a periodic modulation of the diffusion coefficient and the deterministic force by a small amount is shown to have a significant controlling effect.

Year:  2016        PMID: 27415228     DOI: 10.1103/PhysRevE.93.062127

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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