Bowers Roger G
Department of Mathematical Sciences, Mathematical Sciences Building, The University of Liverpool, Liverpool, L697ZL, UK.
J Math Biol. 2011 Jun;62(6):901-24. doi: 10.1007/s00285-010-0356-6. Epub 2010 Jul 30.
In order to determine the possible evolutionary behaviour of an ecological system using adaptive dynamics, it is necessary in an ab initio calculation to find the fitness and its derivatives at a singular point. It has been suggested that the possible evolutionary behaviour can be predicted directly from the resident population dynamics, without the need for calculation, by applying three criteria-one based on the form of the density dependent rates and two on the role played by the evolving parameters. The existing arguments for these criteria are rather limited: they apply to systems in which individuals enter an initial class and can then move through any number of other population classes sequentially. (Extensions are included but only apply for systems of two and three classes.) Additionally, many of the arguments depend on the use of a phenomenologically motivated fitness (shown equivalent to the standard form but in a rather long and indirect manner). The present paper removes all these flaws-the criteria are established directly from the standard definition of fitness and individuals can enter any class and move through the classes non-sequentially without restriction on their number. The criteria thus established underlie a geometric description of the singular behaviour in adaptive dynamics which allows direct inferences to be made from population dynamics to the possible singular behaviour depending on which of the criteria apply and on the nature of the trade-off between evolving parameters. The method has the great advantage of leaving the trade-off explicit but unspecified.
为了使用适应性动力学来确定生态系统可能的进化行为,在从头计算中,有必要在奇点处找到适合度及其导数。有人提出,通过应用三个标准,无需计算就可以直接从常驻种群动态预测可能的进化行为,其中一个标准基于密度依赖率的形式,另外两个基于进化参数所起的作用。关于这些标准的现有论据相当有限:它们适用于个体进入初始类然后可以依次通过任意数量其他种群类别的系统。(包括扩展内容,但仅适用于两类和三类系统。)此外,许多论据依赖于使用现象学动机的适合度(以相当冗长和间接的方式显示等同于标准形式)。本文消除了所有这些缺陷——这些标准直接从适合度的标准定义中建立,个体可以进入任何类并以非顺序方式通过这些类,对其数量没有限制。这样建立的标准构成了适应性动力学中奇异行为的几何描述的基础,这使得可以根据适用的标准以及进化参数之间权衡的性质,直接从种群动态推断出可能的奇异行为。该方法的一大优点是使权衡明确但未具体指定。