Record statistics for random walks and Levy flights with resetting

被引:27
作者
Majumdar, Satya N. [1 ]
Mounaix, Philippe [2 ]
Sabhapandit, Sanjib [3 ]
Schehr, Gregory [4 ]
机构
[1] Univ Paris Saclay, Univ Paris Sud, CNRS, LPTMS, F-91405 Orsay, France
[2] Ecole Polytechniquc, IP Paris, CNRS, CPHT, F-91128 Palaiscau, France
[3] Raman Res Inst, Bangalore 560080, Karnataka, India
[4] Sorbonne Univ, Lab Phys Theor & Hautes Energies, CNRS, UMR 7589, 4 Pl Jussieu, F-75252 Paris 05, France
关键词
record statistics; resetting dynamics; random walks; extreme statistics; WEATHER RECORDS; BREAKING;
D O I
10.1088/1751-8121/ac3fc1
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
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 eta drawn independently from a symmetric and continuous distribution f (eta) 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 r is an element of [0, 1 [ and any N, the mean number of records < R-N > is completely universal, i.e. independent of the jump distribution f (eta). In particular, for large N, we show that < R-N > grows very slowly with increasing N as < R-N > approximate to (1/root r) ln N 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.
引用
收藏
页数:20
相关论文
共 88 条
[1]  
Andersen Erik Sparre, 1954, Math. Scand., V2, P195, DOI DOI 10.7146/MATH.SCAND.A-10407
[2]   Reversible Record Breaking and Variability: Temperature Distributions across the Globe [J].
Anderson, Amalia ;
Kostinski, Alexander .
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2010, 49 (08) :1681-1691
[3]  
Arnold B.C., 1998, RECORDS
[4]   Characterizations in a random record model with a nonidentically distributed initial record [J].
Barlevy, Gadi ;
Nagaraja, H. N. .
JOURNAL OF APPLIED PROBABILITY, 2006, 43 (04) :1119-1136
[5]   BREAKING RECENT GLOBAL TEMPERATURE RECORDS [J].
BASSETT, GW .
CLIMATIC CHANGE, 1992, 21 (03) :303-315
[6]   Scaling in tournaments [J].
Ben-Naim, E. ;
Redner, S. ;
Vazquez, F. .
EPL, 2007, 77 (03)
[7]   How often can we expect a record event? [J].
Benestad, RE .
CLIMATE RESEARCH, 2003, 25 (01) :3-13
[8]   Optimal mean first-passage time for a Brownian searcher subjected to resetting: Experimental and theoretical results [J].
Besga, Benjamin ;
Bovon, Alfred ;
Petrosyan, Artyom ;
Majumdar, Satya N. ;
Ciliberto, Sergio .
PHYSICAL REVIEW RESEARCH, 2020, 2 (03)
[9]   Stochastic search with Poisson and deterministic resetting [J].
Bhat, Uttam ;
De Bacco, Caterina ;
Redner, S. .
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2016,
[10]   Drift-diffusion on a Cayley tree with stochastic resetting: the localization-delocalization transition [J].
Bressloff, Paul C. .
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2021, 2021 (06)