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复制者动力学中的勒夏特列原理。

Le Chatelier's principle in replicator dynamics.

作者信息

Allahverdyan Armen E, Galstyan Aram

机构信息

Yerevan Physics Institute, Alikhanian Brothers Street 2, Yerevan 375036, Armenia.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Oct;84(4 Pt 1):041117. doi: 10.1103/PhysRevE.84.041117. Epub 2011 Oct 13.

Abstract

The Le Chatelier principle states that physical equilibria are not only stable, but they also resist external perturbations via short-time negative-feedback mechanisms: a perturbation induces processes tending to diminish its results. The principle has deep roots, e.g., in thermodynamics it is closely related to the second law and the positivity of the entropy production. Here we study the applicability of the Le Chatelier principle to evolutionary game theory, i.e., to perturbations of a Nash equilibrium within the replicator dynamics. We show that the principle can be reformulated as a majorization relation. This defines a stability notion that generalizes the concept of evolutionary stability. We determine criteria for a Nash equilibrium to satisfy the Le Chatelier principle and relate them to mutualistic interactions (game-theoretical anticoordination) showing in which sense mutualistic replicators can be more stable than (say) competing ones. There are globally stable Nash equilibria, where the Le Chatelier principle is violated even locally: in contrast to the thermodynamic equilibrium a Nash equilibrium can amplify small perturbations, though both types of equilibria satisfy the detailed balance condition.

摘要

勒夏特列原理指出,物理平衡不仅是稳定的,而且它们还通过短时负反馈机制抵抗外部扰动:一个扰动会引发趋于减小其结果的过程。该原理有着深厚的根源,例如,在热力学中它与第二定律以及熵产生的正性密切相关。在这里,我们研究勒夏特列原理在进化博弈论中的适用性,即研究复制者动态中纳什均衡的扰动情况。我们表明该原理可以重新表述为一种优超关系。这定义了一种稳定性概念,它推广了进化稳定性的概念。我们确定了纳什均衡满足勒夏特列原理的标准,并将它们与互利相互作用(博弈论中的反协调)相关联,展示了互利复制者在何种意义上可能比(比如说)竞争复制者更稳定。存在全局稳定的纳什均衡,在这种情况下即使在局部也违反勒夏特列原理:与热力学平衡不同,纳什均衡可以放大小的扰动,尽管这两种类型的均衡都满足细致平衡条件。

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