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人口结构促进直觉合作的进化,抑制深思熟虑。

Population Structure Promotes the Evolution of Intuitive Cooperation and Inhibits Deliberation.

机构信息

Department of Psychology, Yale University, New Haven, CT, 06511, USA.

Department of Economics, Yale University, New Haven, CT, 06511, USA.

出版信息

Sci Rep. 2018 Apr 19;8(1):6293. doi: 10.1038/s41598-018-24473-1.

Abstract

Spatial structure is one of the most studied mechanisms in evolutionary game theory. Here, we explore the consequences of spatial structure for a question which has received considerable empirical and theoretical attention in recent years, but has not yet been studied from a network perspective: whether cooperation relies on intuitive predispositions or deliberative self-control. We examine this question using a model which integrates the "dual-process" framework from cognitive science with evolutionary game theory, and considers the evolution of agents who are embedded within a social network and only interact with their neighbors. In line with past work in well-mixed populations, we find that selection favors either the intuitive defector strategy which never deliberates, or the dual-process cooperator strategy which intuitively cooperates but uses deliberation to switch to defection when doing so is payoff-maximizing. We find that sparser networks (i.e., smaller average degree) facilitate the success of dual-process cooperators over intuitive defectors, while also reducing the level of deliberation that dual-process cooperators engage in; and that these results generalize across different kinds of networks. These observations demonstrate the important role that spatial structure can have not just on the evolution of cooperation, but on the co-evolution of cooperation and cognition.

摘要

空间结构是进化博弈论中研究最多的机制之一。在这里,我们探讨了空间结构对一个近年来受到相当多实证和理论关注的问题的影响,但尚未从网络角度进行研究:合作是否依赖于直观的倾向或深思熟虑的自我控制。我们使用一种模型来检验这个问题,该模型将认知科学的“双过程”框架与进化博弈论相结合,并考虑了嵌入在社会网络中的代理人的进化,这些代理人只与他们的邻居互动。与过去在均匀混合群体中的工作一致,我们发现选择有利于要么是从不深思熟虑的直觉型背叛者策略,要么是具有双重过程的合作者策略,该策略直觉上合作,但在这样做是收益最大化时,通过深思熟虑来切换到背叛。我们发现,稀疏的网络(即,较小的平均度数)有利于双重过程合作者相对于直观的背叛者的成功,同时也减少了双重过程合作者进行的深思熟虑的程度;并且这些结果适用于不同类型的网络。这些观察结果表明,空间结构不仅对合作的进化,而且对合作和认知的共同进化都具有重要作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f118/5908863/1dc27b870481/41598_2018_24473_Fig1_HTML.jpg

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