带有突变和选择的赖特-费舍模型的精确路径积分表示法

David Waxman
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摘要

赖特-费舍模型描述了一个包含有限数量个体的生物种群。在这项研究中,我们考虑了随机交配种群的赖特-渔夫模型,其中选择和突变作用于一个非连锁位点。选择作用具有一般形式,位点可能有两个或更多等位基因。我们用路径积分来精确表示这种模型的随时间变化的过渡概率。路径积分在物理学和数学中被引入,并在不同领域得到了广泛应用,其中概率分布或密切相关的对象被表示为两点之间所有路径或轨迹的贡献 "总和"。路径积分提供了解决问题的另一种计算途径,可能是新直觉的源泉,也可能提出新的近似方法。对于两个等位基因的情况,我们将精确的赖特-费舍路径积分结果与扩散近似下的过渡密度路径积分形式联系起来。我们确定了多个等位基因的赖特-费舍过渡概率的性质。我们展示了在没有突变的情况下,赖特-费舍过渡概率是如何包含固定和丢失等现象的。
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Exact path-integral representation of the Wright-Fisher model with mutation and selection
The Wright-Fisher model describes a biological population containing a finite number of individuals. In this work we consider a Wright-Fisher model for a randomly mating population, where selection and mutation act at an unlinked locus. The selection acting has a general form, and the locus may have two or more alleles. We determine an exact representation of the time dependent transition probability of such a model in terms of a path integral. Path integrals were introduced in physics and mathematics, and have found numerous applications in different fields, where a probability distribution, or closely related object, is represented as a 'sum' of contributions over all paths or trajectories between two points. Path integrals provide alternative calculational routes to problems, and may be a source of new intuition and suggest new approximations. For the case of two alleles, we relate the exact Wright-Fisher path-integral result to the path-integral form of the transition density under the diffusion approximation. We determine properties of the Wright-Fisher transition probability for multiple alleles. We show how, in the absence of mutation, the Wright-Fisher transition probability incorporates phenomena such as fixation and loss.
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