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协同进化动力学:从有限种群到无限种群

Coevolutionary dynamics: from finite to infinite populations.

作者信息

Traulsen Arne, Claussen Jens Christian, Hauert Christoph

机构信息

Institut für Theoretische Physik und Astrophysik, Christian-Albrechts Universität, Olshausenstrasse 40, 24098 Kiel, Germany.

出版信息

Phys Rev Lett. 2005 Dec 2;95(23):238701. doi: 10.1103/PhysRevLett.95.238701.

Abstract

Traditionally, frequency dependent evolutionary dynamics is described by deterministic replicator dynamics assuming implicitly infinite population sizes. Only recently have stochastic processes been introduced to study evolutionary dynamics in finite populations. However, the relationship between deterministic and stochastic approaches remained unclear. Here we solve this problem by explicitly considering large populations. In particular, we identify different microscopic stochastic processes that lead to the standard or the adjusted replicator dynamics. Moreover, differences on the individual level can lead to qualitatively different dynamics in asymmetric conflicts and, depending on the population size, can even invert the direction of the evolutionary process.

摘要

传统上,频率依赖的进化动力学是由确定性复制者动力学描述的,隐含地假设种群规模无限大。直到最近,才引入随机过程来研究有限种群中的进化动力学。然而,确定性方法和随机方法之间的关系仍不明确。在这里,我们通过明确考虑大种群来解决这个问题。具体而言,我们识别出导致标准或调整后的复制者动力学的不同微观随机过程。此外,个体层面的差异在不对称冲突中会导致定性不同的动力学,并且根据种群规模,甚至可能使进化过程的方向发生反转。

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