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Lotka-Volterra 近似法在进化性状替代过程中的应用。

Lotka-Volterra approximations for evolutionary trait-substitution processes.

机构信息

Evolution and Ecology Program, International Institute for Applied Systems Analysis, Schlossplatz 1, 2361, Laxenburg, Austria.

Department of Evolutionary Studies of Biosystems, The Graduate University for Advanced Studies (Sokendai), Hayama, 240-0193, Kanagawa, Japan.

出版信息

J Math Biol. 2020 Jun;80(7):2141-2226. doi: 10.1007/s00285-020-01493-y. Epub 2020 May 21.

Abstract

A set of axioms is formulated characterizing ecologically plausible community dynamics. Using these axioms, it is proved that the transients following an invasion into a sufficiently stable equilibrium community by a mutant phenotype similar to one of the community's finitely many resident phenotypes can always be approximated by means of an appropriately chosen Lotka-Volterra model. To this end, the assumption is made that similar phenotypes in the community form clusters that are well-separated from each other, as is expected to be generally the case when evolution proceeds through small mutational steps. Each phenotypic cluster is represented by a single phenotype, which we call an approximate phenotype and assign the cluster's total population density. We present our results in three steps. First, for a set of approximate phenotypes with arbitrary equilibrium population densities before the invasion, the Lotka-Volterra approximation is proved to apply if the changes of the population densities of these phenotypes are sufficiently small during the transient following the invasion. Second, quantitative conditions for such small changes of population densities are derived as a relationship between within-cluster differences and the leading eigenvalue of the community's Jacobian matrix evaluated at the equilibrium population densities before the invasion. Third, to demonstrate the utility of our results, the 'invasion implies substitution' result for monomorphic populations is extended to arbitrarily polymorphic populations consisting of well-recognizable and -separated clusters.

摘要

一组公理被构建出来,以刻画具有生态合理性的群落动态。利用这些公理,证明了当一个类似于群落中有限多个常驻表型之一的突变表型入侵到一个足够稳定的平衡群落时,随后的瞬态可以通过适当选择的 Lotka-Volterra 模型来近似。为此,假设群落中的相似表型形成相互分离的聚类,这在进化通过小的突变步骤进行时通常是预期的情况。每个表型聚类由一个单一的表型表示,我们称之为近似表型,并分配聚类的总种群密度。我们分三个步骤呈现我们的结果。首先,对于一组具有任意平衡种群密度的近似表型,证明了在入侵后的瞬态中,如果这些表型的种群密度变化足够小,则适用 Lotka-Volterra 近似。其次,作为种群密度变化小的定量条件,推导了一种关系,它是聚类内差异与入侵前平衡种群密度处的群落 Jacobian 矩阵的主特征值之间的关系。第三,为了展示我们结果的实用性,将单态群体的“入侵意味着替代”结果扩展到由可识别和可分离聚类组成的任意多态群体。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0563/7250815/0fe0d4d3dc46/285_2020_1493_Fig1_HTML.jpg

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