Diffusion with preferential relocation in a confining potential
arXiv:2411.00641 · doi:10.1088/1742-5468/ada498
Abstract
We study the relaxation of a diffusive particle confined in an arbitrary external potential and subject to a non-Markovian resetting protocol. With a constant rate , a previous time between the initial time and the present time is chosen from a given probability distribution , and the particle is reset to the position that it occupied at time . Depending on the shape of , the particle either relaxes toward the Gibbs-Boltzmann distribution or toward a non-trivial stationary distribution that breaks ergodicity and depends on the initial position and the resetting protocol. From a general asymptotic theory, we find that if the kernel is sufficiently localized near , i.e., mostly the initial part of the trajectory is remembered and revisited, the steady state is non-Gibbs-Boltzmann. Conversely, if decays slowly enough or increases with , i.e., recent positions are more likely to be revisited, the probability distribution of the particle tends toward the Gibbs-Boltzmann state at large times. In the latter case, however, the temporal approach to the stationary state is generally anomalously slow, following for instance an inverse power law or a stretched exponential, if is not too strongly peaked at the current time . These findings are verified by the analysis of several exactly solvable cases and by numerical simulations.
25 pages, 4 figures
References in corpus (17)
- Diffusion with Stochastic Resetting
- Stochastic Resetting and Applications
- Stochastic Ergodicity Breaking: a Random Walk Approach
- Diffusion in a potential landscape with stochastic resetting
- Diffusion with resetting in arbitrary spatial dimension
- Random walks with preferential relocations to places visited in the past and their application to biology
- Fractional Langevin Equation: Over-Damped, Under-Damped and Critical Behaviors
- Localization transition induced by learning in random searches
- Memory Effects and Macroscopic Manifestation of Randomness
- Long time scaling behaviour for diffusion with resetting and memory
- Solvable random walk model with memory and its relations with Markovian models of anomalous diffusion
- Fluctuation-response relations for nonequilibrium diffusions with memory
- Anomalous diffusion in random-walks with memory-induced relocations
- Random walks with preferential relocations and fading memory: a study through random recursive trees
- Weak ergodicity breaking induced by global memory effects
- Power-law relaxation of a confined diffusing particle subject to resetting with memory
- Central limit theorems for the monkey walk with steep memory kernel