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公共物品动态中的波动诱导共存

Fluctuations-induced coexistence in public goods dynamics.

作者信息

Behar H, Brenner N, Ariel G, Louzoun Y

机构信息

Department of Biology, Stanford University-Stanford, CA 94305-5020, USA.

出版信息

Phys Biol. 2016 Oct 18;13(5):056006. doi: 10.1088/1478-3975/13/5/056006.

Abstract

Cooperative interactions between individuals in a population and their stability properties are central to population dynamics and evolution. We introduce a generic class of nonlinear dynamical systems describing such interactions between producers and non-producers of a rapidly equilibrating common resource extracted from a finite environment. In the deterministic mean field approximation, fast-growing non-producers drive the entire population to extinction. However, the presence of arbitrarily small perturbations destabilizes this fixed point into a stochastic attractor where both phenotypes can survive. Phase space arguments and moment closure are used to characterize the attractor and show that its properties are not determined by the noise amplitude or boundary conditions, but rather it is stabilized by the stochastic nonlinear dynamics. Spatial Monte Carlo simulations with demographic fluctuations and diffusion illustrate a similar effect, supporting the validity of the two-dimensional stochastic differential equation as an approximation. The functional distribution of the noise emerges as the main factor determining the dynamical outcome. Noise resulting from diffusion between different regions, or additive noise, induce coexistence while multiplicative or local demographic noise do not alter the outcome of deterministic dynamics. The results are discussed in a general context of the effect of noise on phase space structure.

摘要

种群中个体之间的合作互动及其稳定性特征是种群动态和进化的核心。我们引入了一类通用的非线性动力系统,用于描述从有限环境中提取的快速平衡的公共资源的生产者和非生产者之间的这种互动。在确定性平均场近似中,快速增长的非生产者会导致整个种群灭绝。然而,任意小的扰动的存在会使这个固定点不稳定,进入一个随机吸引子,在这个吸引子中两种表型都可以存活。相空间论证和矩闭合被用来刻画这个吸引子,并表明其性质不是由噪声幅度或边界条件决定的,而是由随机非线性动力学稳定的。具有人口波动和扩散的空间蒙特卡罗模拟说明了类似的效果,支持了二维随机微分方程作为近似的有效性。噪声的功能分布成为决定动态结果的主要因素。不同区域之间扩散产生的噪声或加性噪声会导致共存,而乘性或局部人口噪声不会改变确定性动力学的结果。我们在噪声对相空间结构影响的一般背景下讨论了这些结果。

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