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Fixation probabilities in evolutionary dynamics under weak selection

机译:弱选择下进化动力学中的固定概率

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摘要

In evolutionary dynamics, a key measure of a mutant trait's success is the probability that it takes over the population given some initial mutant-appearance distribution. This "fixation probability" is difficult to compute in general, as it depends on the mutation's effect on the organism as well as the population's spatial structure, mating patterns, and other factors. In this study, we consider weak selection, which means that the mutation's effect on the organism is small. We obtain a weak-selection perturbation expansion of a mutant's fixation probability, from an arbitrary initial configuration of mutant and resident types. Our results apply to a broad class of stochastic evolutionary models, in which the size and spatial structure are arbitrary (but fixed). The problem of whether selection favors a given trait is thereby reduced from exponential to polynomial complexity in the population size, when selection is weak. We conclude by applying these methods to obtain new results for evolutionary dynamics on graphs.
机译:在进化动力学中,衡量突变性状成功与否的一个关键指标是,在给定一些初始突变外观分布的情况下,它接管种群的概率。这种“固定概率”一般很难计算,因为它取决于突变对生物体的影响以及种群的空间结构、交配模式和其他因素。在这项研究中,我们考虑弱选择,这意味着突变对生物体的影响是小的。我们从突变体和常驻类型的任意初始配置中获得了突变体固定概率的弱选择扰动展开。我们的结果适用于一类广泛的随机进化模型,其中的大小和空间结构是任意的(但是固定的)。因此,当选择较弱时,选择是否有利于给定性状的问题在种群规模上从指数复杂度降低到多项式复杂度。最后,我们应用这些方法获得了图上进化动力学的新结果。

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