Collective behavior of coupled multiplicative processes with stochastic resetting

被引:2
|
作者
Gomez Garay, Ignacio T. [1 ,2 ]
Zanette, Damian H. [1 ,2 ,3 ]
机构
[1] Univ Nacl Cuyo, Comis Nacl Energia Atom, Ctr Atom Bariloche, Av E Bustillo 9500, RA-8400 San Carlos De Bariloche, Rio Negro, Argentina
[2] Univ Nacl Cuyo, Comis Nacl Energia Atom, Inst Balseiro, Av E Bustillo 9500, RA-8400 San Carlos De Bariloche, Rio Negro, Argentina
[3] Consejo Nacl Invest Cient & Tecn, Buenos Aires, DF, Argentina
来源
JOURNAL OF PHYSICS-COMPLEXITY | 2021年 / 2卷 / 03期
关键词
stochastic resetting; exponential growth; power-law distributions; global coupling; extended systems; EXPONENTIAL DECAY;
D O I
10.1088/2632-072X/ac2070
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
A dynamical variable driven by the combination of a deterministic multiplicative process with stochastic reset events develops, at long times, a stationary power-law distribution. Here, we analyze how such distribution changes when several variables of the same kind interact with each other through diffusion-like coupling. While for weak coupling the variables are still distributed following power-law functions, their distributions are severely distorted as interactions become stronger, with sudden appearance of cutoffs and divergent singularities. We explore these effects both analytically and numerically, for coupled ensembles of identical and non-identical variables. The most relevant consequences of ensemble heterogeneity are assessed, and preliminary results for spatially distributed ensembles are presented.
引用
收藏
页数:13
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