Passer à la navigation principale Passer à la recherche Passer au contenu principal

Record statistics for random walks and Lévy flights with resetting

Résultats de recherche: Contribution à un journalArticleRevue par des pairs

Résumé

We compute exactly the mean number of records R N for a time-series of size N whose entries represent the positions of a discrete time random walker on the line with resetting. At each time step, the walker jumps by a length η drawn independently from a symmetric and continuous distribution f(η) with probability 1 - r (with 0 r < 1) and with the complementary probability r it resets to its starting point x = 0. This is an exactly solvable example of a weakly correlated time-series that interpolates between a strongly correlated random walk series (for r = 0) and an uncorrelated time-series (for (1 - r) ≪ 1). Remarkably, we found that for every fixed and any N, the mean number of records R N is completely universal, i.e. independent of the jump distribution f(η). In particular, for large N, we show that R N grows very slowly with increasing N as for 0 < r < 1. We also computed the exact universal crossover scaling functions for R N in the two limits r → 0 and r → 1. Our analytical predictions are in excellent agreement with numerical simulations.

langue originaleAnglais
Numéro d'article034002
journalJournal of Physics A: Mathematical and Theoretical
Volume55
Numéro de publication3
Les DOIs
étatPublié - 21 janv. 2022

Empreinte digitale

Examiner les sujets de recherche de « Record statistics for random walks and Lévy flights with resetting ». Ensemble, ils forment une empreinte digitale unique.

Contient cette citation