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进化博弈中多级选择的复制者动态。

The replicator dynamics for multilevel selection in evolutionary games.

作者信息

Cooney Daniel B

机构信息

Program in Applied and Computational Mathematics, Princeton University, Princeton, NJ, USA.

出版信息

J Math Biol. 2019 Jul;79(1):101-154. doi: 10.1007/s00285-019-01352-5. Epub 2019 Apr 8.

Abstract

We consider a stochastic model for evolution of group-structured populations in which interactions between group members correspond to the Prisoner's Dilemma or the Hawk-Dove game. Selection operates at two organization levels: individuals compete with peer group members based on individual payoff, while groups also compete with other groups based on average payoff of group members. In the Prisoner's Dilemma, this creates a tension between the two levels of selection, as defectors are favored at the individual level, whereas groups with at least some cooperators outperform groups of defectors at the between-group level. In the limit of infinite group size and infinite number of groups, we derive a non-local PDE that describes the probability distribution of group compositions in the population. For special families of payoff matrices, we characterize the long-time behavior of solutions of our equation, finding a threshold intensity of between-group selection required to sustain density steady states and the survival of cooperation. When all-cooperator groups are most fit, the average and most abundant group compositions at steady state range from featuring all-defector groups when individual-level selection dominates to featuring all-cooperator groups when group-level selection dominates. When the most fit groups have a mix of cooperators and defectors, then the average and most abundant group compositions always feature a smaller fraction of cooperators than required for the optimal mix, even in the limit where group-level selection is infinitely stronger than individual-level selection. In such cases, the conflict between the two levels of selection cannot be decoupled, and cooperation cannot be sustained at all in the case where between-group competition favors an even mix of cooperators and defectors.

摘要

我们考虑一个群体结构种群演化的随机模型,其中群体成员之间的相互作用对应于囚徒困境或鹰鸽博弈。选择在两个组织层面起作用:个体基于个体收益与同组其他成员竞争,而群体也基于群体成员的平均收益与其他群体竞争。在囚徒困境中,这在两个选择层面之间产生了一种张力,因为背叛者在个体层面占优势,而在群体间层面,至少有一些合作者的群体比全是背叛者的群体表现更好。在群体规模无限大且群体数量无限多的极限情况下,我们推导出一个非局部偏微分方程,它描述了种群中群体组成的概率分布。对于特定的收益矩阵族,我们刻画了方程解的长期行为,找到了维持密度稳态和合作生存所需的群体间选择的阈值强度。当全是合作者的群体最适应时,稳态下的平均和最丰富的群体组成范围从个体层面选择占主导时的全是背叛者群体,到群体层面选择占主导时的全是合作者群体。当最适应的群体既有合作者又有背叛者时,那么平均和最丰富的群体组成中合作者的比例总是小于最优混合所需的比例,即使在群体层面选择比个体层面选择无限强的极限情况下也是如此。在这种情况下,两个选择层面之间的冲突无法解耦,并且在群体间竞争有利于合作者和背叛者均匀混合的情况下,合作根本无法维持。

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