Li Cong, Lessard Sabin
Département de mathématiques et de statistique, Université de Montréal, Montréal, Québec, Canada.
Département de mathématiques et de statistique, Université de Montréal, Montréal, Québec, Canada.
J Theor Biol. 2021 Feb 7;510:110543. doi: 10.1016/j.jtbi.2020.110543. Epub 2020 Nov 19.
We consider a Prisoner's Dilemma (PD) that is repeated with some probability 1-ρ only between cooperators as a result of an opting-out strategy adopted by all individuals. The population is made of N pairs of individuals and is updated at every time step by a birth-death event according to a Moran model. Assuming an intensity of selection of order 1/N and taking 2N birth-death events as unit of time, a diffusion approximation exhibiting two time scales, a fast one for pair frequencies and a slow one for cooperation (C) and defection (D) frequencies, is ascertained in the limit of a large population size. This diffusion approximation is applied to an additive PD game, cooperation by an individual incurring a cost c to the individual but providing a benefit b to the opponent. This is used to obtain the probability of ultimate fixation of C introduced as a single mutant in an all D population under selection, which can be compared to the probability under neutrality, 1/(2N), as well as the corresponding probability for a single D introduced in an all C population under selection. This gives conditions for cooperation to be favored by selection. We show that these conditions are satisfied when the benefit-to-cost ratio, b/c, exceeds some increasing function of ρ that is approximately given by (1+ρ)/(1-ρ). This condition is more stringent, however, than the condition for tit-for-tat (TFT) to be favored against always-defect (AllD) in the absence of opting-out.
我们考虑一种囚徒困境(PD),由于所有个体采用退出策略,只有合作者之间以概率1 - ρ重复进行。种群由N对个体组成,并根据莫兰模型在每个时间步通过生死事件进行更新。假设选择强度为1/N量级,并以2N次生死事件为时间单位,在种群规模很大的极限情况下,确定了一种具有两个时间尺度的扩散近似,一个是用于对频率的快速时间尺度,另一个是用于合作(C)和背叛(D)频率的慢速时间尺度。这种扩散近似应用于一个加性PD博弈,个体进行合作会给自己带来成本c,但给对手带来收益b。这用于获得在选择下作为单个突变体引入全D种群中的C最终固定的概率,可与中性情况下的概率1/(2N)进行比较,以及在选择下作为单个D引入全C种群中的相应概率。这给出了合作受选择青睐的条件。我们表明,当收益成本比b/c超过ρ的某个递增函数时,这些条件得到满足,该函数近似由(1 + ρ)/(1 - ρ)给出。然而,这个条件比在没有退出的情况下针锋相对(TFT)优于始终背叛(AllD)的条件更为严格。