English

Onset of anomalous diffusion from local motion rules

Physics and Society 2017-02-22 v2 Statistical Mechanics

Abstract

Anomalous diffusion processes, in particular superdiffusive ones, are known to be efficient strategies for searching and navigation by animals and also in human mobility. One way to create such regimes are L\'evy flights, where the walkers are allowed to perform jumps, the "flights", that can eventually be very long as their length distribution is asymptotically power-law distributed. In our work, we present a model in which walkers are allowed to perform, on a 1D lattice, "cascades" of nn unitary steps instead of one jump of a randomly generated length, as in the L\'evy case, where nn is drawn from a cascade distribution pnp_n. We show that this local mechanism may give rise to superdiffusion or normal diffusion when pnp_n is distributed as a power law. We also introduce waiting times that are power-law distributed as well and therefore the probability distribution scaling is steered by the two PDF's power-law exponents. As a perspective, our approach may engender a possible generalization of anomalous diffusion in context where distances are difficult to define, as in the case of complex networks, and also provide an interesting model for diffusion in temporal networks.

Keywords

Cite

@article{arxiv.1606.00158,
  title  = {Onset of anomalous diffusion from local motion rules},
  author = {Sarah de Nigris and Timoteo Carletti and Renaud Lambiotte},
  journal= {arXiv preprint arXiv:1606.00158},
  year   = {2017}
}

Comments

10 pages,4 figures

R2 v1 2026-06-22T14:14:37.889Z