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Coevolutionary games - a mini review

机译:共同进化游戏 - 一个小型评论

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摘要

Prevalence of cooperation within groups of selfish individuals is puzzling inthat it contradicts with the basic premise of natural selection. Favoringplayers with higher fitness, the latter is key for understanding the challengesfaced by cooperators when competing with defectors. Evolutionary game theoryprovides a competent theoretical framework for addressing the subtleties ofcooperation in such situations, which are known as social dilemmas. Recentadvances point towards the fact that the evolution of strategies alone may beinsufficient to fully exploit the benefits offered by cooperative behavior.Indeed, while spatial structure and heterogeneity, for example, have beenrecognized as potent promoters of cooperation, coevolutionary rules can extendthe potentials of such entities further, and even more importantly, lead to theunderstanding of their emergence. The introduction of coevolutionary rules toevolutionary games implies, that besides the evolution of strategies, anotherproperty may simultaneously be subject to evolution as well. Coevolutionaryrules may affect the interaction network, the reproduction capability ofplayers, their reputation, mobility or age. Here we review recent works onevolutionary games incorporating coevolutionary rules, as well as give adidactic description of potential pitfalls and misconceptions associated withthe subject. In addition, we briefly outline directions for future researchthat we feel are promising, thereby particularly focusing on dynamical effectsof coevolutionary rules on the evolution of cooperation, which are still widelyopen to research and thus hold promise of exciting new discoveries.
机译:自私的个体之间合作的普遍程度令人困惑,因为它与自然选择的基本前​​提相矛盾。有利于身体素质较高的球员,后者是理解合作者与叛逃者竞争时面临的挑战的关键。进化博弈论为解决这种情况下的合作的微妙性提供了一个称职的理论框架,这被称为社会困境。最近的进展指向这样一个事实,即仅靠策略的发展可能不足以充分利用合作行为所带来的好处。例如,尽管人们认识到空间结构和异质性是合作的有力推动者,但协同进化规则可以扩展此类实体的潜力甚至更重要的是,导致了对它们的出现的理解。将共进化规则引入进化博弈意味着,除了策略的演化之外,另一种属性也可能同时受到演化的影响。共同进化规则可能会影响互动网络,玩家的繁殖能力,他们的声誉,流动性或年龄。在这里,我们回顾了包含共进化规则的近代单机游戏,并给出了与该主题相关的潜在陷阱和误解的辅助描述。此外,我们简要概述了我们认为很有前途的未来研究方向,从而特别关注协同进化规则对合作演变的动态影响,这些仍然对研究广泛开放,因此有望带来令人兴奋的新发现。

著录项

  • 作者

    Perc, Matjaz; Szolnoki, Attila;

  • 作者单位
  • 年度 2009
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  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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