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周期轨道可以是进化稳定的:离散复制动力学的案例研究。

Periodic orbit can be evolutionarily stable: Case Study of discrete replicator dynamics.

作者信息

Mukhopadhyay Archan, Chakraborty Sagar

机构信息

Department of Physics, Indian Institute of Technology Kanpur, Uttar Pradesh 208016, India.

出版信息

J Theor Biol. 2020 Jul 21;497:110288. doi: 10.1016/j.jtbi.2020.110288. Epub 2020 Apr 18.

Abstract

In evolutionary game theory, it is customary to be partial to the dynamical models possessing fixed points so that they may be understood as the attainment of evolutionary stability, and hence, Nash equilibrium. Any show of periodic or chaotic solution is many a time perceived as a shortcoming of the corresponding game dynamic because (Nash) equilibrium play is supposed to be robust and persistent behaviour, and any other behaviour in nature is deemed transient. Consequently, there is a lack of attempt to connect the non-fixed point solutions with the game theoretic concepts. Here we provide a way to render game theoretic meaning to periodic solutions. To this end, we consider a replicator map that models Darwinian selection mechanism in unstructured infinite-sized population whose individuals reproduce asexually forming non-overlapping generations. This is one of the simplest evolutionary game dynamic that exhibits periodic solutions giving way to chaotic solutions (as parameters related to reproductive fitness change) and also obeys the folk theorems connecting fixed point solutions with Nash equilibrium. Interestingly, we find that a modified Darwinian fitness-termed heterogeneity payoff-in the corresponding population game must be put forward as (conventional) fitness times the probability that two arbitrarily chosen individuals of the population adopt two different strategies. The evolutionary dynamics proceeds as if the individuals optimize the heterogeneity payoff to reach an evolutionarily stable orbit, should it exist. We rigorously prove that a locally asymptotically stable period orbit must be heterogeneity stable orbit-a generalization of evolutionarily stable state.

摘要

在进化博弈论中,习惯上倾向于关注具有不动点的动力学模型,以便将其理解为进化稳定性的达成,进而理解为纳什均衡。许多时候,任何周期性或混沌解的表现都被视为相应博弈动态的一个缺点,因为(纳什)均衡行为被认为是稳健且持久的行为,而自然界中的任何其他行为都被视为是短暂的。因此,缺乏将非不动点解与博弈论概念联系起来的尝试。在此,我们提供一种方法来赋予周期解博弈论意义。为此,我们考虑一个复制映射,它对无结构无限规模种群中的达尔文选择机制进行建模,该种群中的个体进行无性繁殖,形成不重叠的世代。这是最简单的进化博弈动态之一,它展示了周期解如何让位于混沌解(随着与生殖适应性相关的参数变化),并且还遵循将不动点解与纳什均衡联系起来的民间定理。有趣的是,我们发现,在相应的种群博弈中,必须提出一种经过修正的达尔文适应性——称为异质性收益——它等于(传统)适应性乘以种群中任意两个个体采用两种不同策略的概率。进化动态的进行方式就好像个体优化异质性收益以达到一个进化稳定轨道(如果它存在的话)。我们严格证明,局部渐近稳定的周期轨道必定是异质性稳定轨道——这是进化稳定状态的一种推广。

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