随机重置下的选民模型

Pascal Grange
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引用次数: 2

摘要

选民模型是一个基于最近邻相互作用的共识形成的玩具模型。选民位于超立方晶格(维度为$d$)的每个顶点,处于两种可能的意见状态之一。每个选民的意见状态随机翻转,其速率与最近的邻居不同意该选民的比例成正比。如果选民最初是独立的,尚未决定,该模型已知会导致共识当且仅当$d\leq 2$。在本文中,模型被随机重置:投票人根据固定强度(重置率)的泊松过程独立地恢复到他们的初始意见。该重置处方导出了模型的平均意见状态和两点函数的动力学方程。对于初始条件,除了原点上有一个已确定的投票人外,其余投票人都是未决定的,单点函数演变为晶格上存在扩散随机步行者的概率,其位置随机重置到原点。重置处方导致非平衡稳态。对于由独立的未决定选民组成的初始状态,稳态的畴壁密度以封闭形式表示为重设率的函数。这个函数在0处可微当且仅当$d\geq 5$。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Voter model under stochastic resetting
Abstract The voter model is a toy model of consensus formation based on nearest-neighbor interactions. A voter sits at each vertex in a hypercubic lattice (of dimension $d$) and is in one of two possible opinion states. The opinion state of each voter flips randomly, at a rate proportional to the fraction of the nearest neighbors that disagree with the voter. If the voters are initially independent and undecided, the model is known to lead to a consensus if and only if $d\leq 2$. In this paper the model is subjected to stochastic resetting: the voters revert independently to their initial opinion according to a Poisson process of fixed intensity (the resetting rate). This resetting prescription induces kinetic equations for the average opinion state and for the two-point function of the model. For initial conditions consisting of undecided voters except for one decided voter at the origin, the one-point function evolves as the probability of presence of a diffusive random walker on the lattice, whose position is stochastically reset to the origin. The resetting prescription leads to a non-equilibrium steady state. For an initial state consisting of independent undecided voters, the density of domain walls in the steady state is expressed in closed form as a function of the resetting rate. This function is differentiable at zero if and only if $d\geq 5$.
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