Ergodic properties of continuous-time random walks: finite-size effects and ensemble dependences

Abstract

The effects of spatial confinements and smooth cutoffs of the waiting time distribution in continuous-time random walks (CTRWs) are studied analytically. We also investigate dependences of ergodic properties on initial ensembles (i.e., distributions of the first waiting time). Here, we consider two ensembles: the equilibrium and a typical non-equilibrium ensembles. For both ensembles, it is shown that the time-averaged mean square displacement (TAMSD) exhibits a crossover from normal to anomalous diffusion due to the spacial confinement and this crossover does not vanish even in the long measurement time limit. Moreover, for the non-equilibrium ensemble, we show that the probability density function of the diffusion constant of TAMSD follows the transient Mittag-Leffler distribution, and that scatter in the TAMSD shows a clear transition from weak ergodicity breaking (an irreproducible regime) to ordinary ergodic behavior (a reproducible regime) as the measurement time increases. This convergence to ordinary ergodicity requires a long measurement time compared to common distributions such as the exponential distribution; in other words, the weak ergodicity breaking persists for a long time. In addition, it is shown that, besides the TAMSD, a class of observables also exhibits this slow convergence to ergodicity. We also point out that, even though the system with the equilibrium initial ensemble shows no aging, its behavior is quite similar to that for the non-equilibrium ensemble.

19 pages, 5 figures

References in corpus (9)

• Random Time-Scale Invariant Diffusion and Transport Coefficients
• Kinetics of protein-DNA interaction: facilitated target location in sequence-dependent potential
• Distribution of Time-Averaged Observables for Weak Ergodicity Breaking
• The long reach of DNA sequence heterogeneity in diffusive processes
• Weakly non-ergodic Statistical Physics
• Truncation effects in superdiffusive front propagation with Lévy flights
• A fractional diffusion equation for two-point probability distributions of a continuous-time random walk
• Multi-point Distribution Function for the Continuous Time Random Walk
• Ergodic transitions in continuous-time random walks