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具有合作促进因素的囚徒困境的随机动力学

Stochastic dynamics of the prisoner's dilemma with cooperation facilitators.

作者信息

Mobilia Mauro

机构信息

Department of Applied Mathematics, School of Mathematics, University of Leeds, Leeds LS2 9JT, United Kingdom.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Jul;86(1 Pt 1):011134. doi: 10.1103/PhysRevE.86.011134. Epub 2012 Jul 30.

Abstract

In the framework of the paradigmatic prisoner's dilemma game, we investigate the evolutionary dynamics of social dilemmas in the presence of "cooperation facilitators." In our model, cooperators and defectors interact as in the classical prisoner's dilemma, where selection favors defection. However, here the presence of a small number of cooperation facilitators enhances the fitness (reproductive potential) of cooperators, while it does not alter that of defectors. In a finite population of size N, the dynamics of the prisoner's dilemma with facilitators is characterized by the probability that cooperation takes over (fixation probability) by the mean times to reach the absorbing states. These quantities are computed exactly using Fokker-Planck equations. Our findings, corroborated by stochastic simulations, demonstrate that the influence of facilitators crucially depends on the difference between their density z and the game's cost-to-benefit ratio r. When z > r, the fixation of cooperators is likely in a large population and, under weak selection pressure, invasion and replacement of defection by cooperation is favored by selection if b(z - r)(1 - z) > N(-1), where 0<b ≤ 1 is the cooperation payoff benefit. When z < r, the fixation probability of cooperators is exponentially enhanced by the presence of facilitators but defection is the dominating strategy.

摘要

在典型的囚徒困境博弈框架下,我们研究了存在“合作促进者”时社会困境的进化动态。在我们的模型中,合作者和背叛者的互动方式与经典囚徒困境相同,即选择倾向于背叛。然而,这里少量合作促进者的存在提高了合作者的适应度(繁殖潜力),而不改变背叛者的适应度。在规模为N的有限种群中,带有促进者的囚徒困境动态由合作占据(固定概率)以及达到吸收态的平均时间来表征。这些量通过福克 - 普朗克方程精确计算。我们的发现经随机模拟证实,表明促进者的影响关键取决于它们的密度z与博弈的成本效益比r之间的差异。当z > r时,在大种群中合作者的固定很可能发生,并且在弱选择压力下,如果b(z - r)(1 - z) > N(-1)(其中0 < b ≤ 1是合作收益),选择有利于合作对背叛的入侵和替代。当z < r时,促进者的存在会指数级提高合作者的固定概率,但背叛仍是主导策略。

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