Durinx Michel, Metz J A J Hans, Meszéna Géza
Institute of Biology, Leiden University, Leiden, The Netherlands.
J Math Biol. 2008 May;56(5):673-742. doi: 10.1007/s00285-007-0134-2. Epub 2007 Oct 18.
We develop a systematic toolbox for analyzing the adaptive dynamics of multidimensional traits in physiologically structured population models with point equilibria (sensu Dieckmann et al. in Theor. Popul. Biol. 63:309-338, 2003). Firstly, we show how the canonical equation of adaptive dynamics (Dieckmann and Law in J. Math. Biol. 34:579-612, 1996), an approximation for the rate of evolutionary change in characters under directional selection, can be extended so as to apply to general physiologically structured population models with multiple birth states. Secondly, we show that the invasion fitness function (up to and including second order terms, in the distances of the trait vectors to the singularity) for a community of N coexisting types near an evolutionarily singular point has a rational form, which is model-independent in the following sense: the form depends on the strategies of the residents and the invader, and on the second order partial derivatives of the one-resident fitness function at the singular point. This normal form holds for Lotka-Volterra models as well as for physiologically structured population models with multiple birth states, in discrete as well as continuous time and can thus be considered universal for the evolutionary dynamics in the neighbourhood of singular points. Only in the case of one-dimensional trait spaces or when N = 1 can the normal form be reduced to a Taylor polynomial. Lastly we show, in the form of a stylized recipe, how these results can be combined into a systematic approach for the analysis of the (large) class of evolutionary models that satisfy the above restrictions.
我们开发了一个系统的工具箱,用于分析具有点平衡的生理结构种群模型中多维性状的适应性动态(见Dieckmann等人,《理论种群生物学》,63:309 - 338,2003年)。首先,我们展示了适应性动态的规范方程(Dieckmann和Law,《数学生物学杂志》,34:579 - 612,1996年),即定向选择下性状进化变化速率的近似值,如何得以扩展,从而应用于具有多种出生状态的一般生理结构种群模型。其次,我们表明,在进化奇点附近,由N种共存类型组成的群落的入侵适应度函数(在性状向量到奇点的距离上,直至并包括二阶项)具有有理形式,在以下意义上它与模型无关:该形式取决于常住者和入侵者的策略,以及奇点处单常住者适应度函数的二阶偏导数。这种范式适用于Lotka - Volterra模型以及具有多种出生状态的生理结构种群模型,无论是离散时间还是连续时间,因此可以被视为奇点附近进化动态的通用形式。只有在一维性状空间的情况下或当N = 1时,该范式才能简化为泰勒多项式。最后,我们以一种程式化方法的形式展示了如何将这些结果组合成一种系统方法,用于分析满足上述限制的(大量)进化模型类别。