大种群中的随机稳定性

D. Fudenberg, Daniel A. Hojman
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引用次数: 3

摘要

在进化博弈论中,大多数工作分析的是一个连续体上的确定性调整过程。然而,连续统的假设和无随机性的假设都是近似的,因此研究一个大而有限的群体在小而持续的随机冲击下调整过程的行为是很重要的。本文研究了当种群变得无限大,微扰逐渐变小时,双极限下生灭过程的不变量分布的性质。我们表明,这些极限的顺序不会改变具有“强盆地”的过程的结论,这是当无扰动过程是确定性的情况下的情况。相反,对于“弱盆地”的过程,极限的顺序确实很重要,在“弱盆地”中,除有限数量的点外,非扰动过程是随机的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stochastic Stability in Large Populations
Most work in evolutionary game theory analyzes a deterministic adjustment process on a continuum of agents. However, both the assumption of a continuum and that of no randomness are approximations, so it is important to study the behavior of adjustment processes on a large but finite population subject to small but persistent stochastic shocks. This paper characterizes the properties of the invariant distribution of birth-death processes in the double limit as the population becomes infinitely large and the perturbation vanishingly small. We show that the order of these limits does not change the conclusions for processes with 'strong basins,' which is the case when the unperturbed process is deterministic. In contrast, the order of limits does matter for processes with 'weak basins,' where the unperturbed process is stochastic except at a finite number of points.
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