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基于声誉的间接互惠模型中的进化稳定性与对欺骗行为的抗性

Evolutionary stability and resistance to cheating in an indirect reciprocity model based on reputation.

作者信息

Martinez-Vaquero Luis A, Cuesta José A

机构信息

Grupo Interdisciplinar de Sistemas Complejos, Departamento de Matemáticas, Universidad Carlos III de Madrid, 28911 Leganés, Madrid, Spain.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2013 May;87(5):052810. doi: 10.1103/PhysRevE.87.052810. Epub 2013 May 24.

Abstract

Indirect reciprocity is one of the main mechanisms to explain the emergence and sustainment of altruism in societies. The standard approach to indirect reciprocity is reputation models. These are games in which players base their decisions on their opponent's reputation gained in past interactions with other players (moral assessment). The combination of actions and moral assessment leads to a large diversity of strategies; thus determining the stability of any of them against invasions by all the others is a difficult task. We use a variant of a previously introduced reputation-based model that let us systematically analyze all these invasions and determine which ones are successful. Accordingly, we are able to identify the third-order strategies (those which, apart from the action, judge considering both the reputation of the donor and that of the recipient) that are evolutionarily stable. Our results reveal that if a strategy resists the invasion of any other one sharing its same moral assessment, it can resist the invasion of any other strategy. However, if actions are not always witnessed, cheaters (i.e., individuals with a probability of defecting regardless of the opponent's reputation) have a chance to defeat the stable strategies for some choices of the probabilities of cheating and of being witnessed. Remarkably, by analyzing this issue with adaptive dynamics we find that whether an honest population resists the invasion of cheaters is determined by a Hamilton-like rule, with the probability that the cheat is discovered playing the role of the relatedness parameter.

摘要

间接互惠是解释社会中利他行为出现和维持的主要机制之一。间接互惠的标准方法是声誉模型。这些模型是这样的博弈,玩家基于对手在过去与其他玩家互动中获得的声誉(道德评估)来做出决策。行动和道德评估的结合导致了大量不同的策略;因此,确定其中任何一种策略对其他所有策略入侵的稳定性是一项艰巨的任务。我们使用了之前引入的基于声誉模型的一个变体,它使我们能够系统地分析所有这些入侵,并确定哪些入侵是成功的。相应地,我们能够识别出进化稳定的三阶策略(除了行动之外,还会考虑捐赠者和接受者的声誉进行判断的策略)。我们的结果表明,如果一种策略能够抵御任何具有相同道德评估的其他策略的入侵,那么它就能抵御任何其他策略的入侵。然而,如果行动并非总是被见证,对于某些作弊概率和被见证概率的选择,作弊者(即无论对手声誉如何都有背叛概率的个体)有机会击败稳定策略。值得注意的是,通过用适应性动力学分析这个问题,我们发现诚实群体是否能抵御作弊者的入侵由一个类似汉密尔顿法则的规则决定,作弊行为被发现的概率起到了亲缘系数的作用。

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