Non-stationary Markovian Replication Process causing Diverse Diffusions
arXiv:1709.02074 · doi:10.1103/PhysRevE.96.042144
Abstract
We introduce a single generative mechanism with which it is able to describe diverse non-stationary diffusions. A non-stationary Markovian replication process for steps is considered, for which we analytically derive time-evolution of the probability distribution of the walker's displacement and the generalized telegrapher equation with time-varying coefficients, and find that diffusivity can be determined by temporal changes of replication of a immediate step. By controlling the replications, we realize the diverse diffusions such as alternating diffusions, superdiffusions, subdiffusions, and marginal diffusions which are originated from oscillating, increasing,decreasing, and slowly increasing or decreasing replications with time, respectively.
References in corpus (19)
- Understanding individual human mobility patterns
- The scaling laws of human travel
- Lévy walks
- Random Time-Scale Invariant Diffusion and Transport Coefficients
- Random walks with preferential relocations to places visited in the past and their application to biology
- Bidimensional intermittent search processes: an alternative to Levy flights strategies
- Mean first-passage times of non-Markovian random walkers in confinement
- Distribution of Time-Averaged Observables for Weak Ergodicity Breaking
- Multi-scale spatio-temporal analysis of human mobility
- Anomalous Polymer Dynamics Is Non-Markovian: Memory Effects and The Generalized Langevin Equation Formulation
- Amnestically induced persistence in random walks
- Collective dynamics effect transient subdiffusion of inert tracers in gel networks
- Aging Scaled Brownian Motion
- Infinite densities for Lévy walks
- Anomalous features of diffusion in corrugated potentials with spatial correlations: faster than normal, and other surprises
- Localization and universal fluctuations in ultraslow diffusion processes
- Solvable random walk model with memory and its relations with Markovian models of anomalous diffusion
- Anomalous diffusions induced by enhancement of memory
- Inhomogeneous diffusion and ergodicity breaking induced by global memory effects