随机移民如何影响种群动态中的有序-混乱转换和灭绝

Lev Ryashko, Ivan Tsvetkov
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摘要

在重要生态应用的激励下,我们研究了移民和噪声如何极大地改变种群系统的行为模式。我们以里克概念种群模型为基础探讨这一问题,重点研究两个问题:(i) 随机移民如何改变有规律和混乱的生存动态机制;(ii) 随机干扰如何导致种群灭绝。对于最初的确定性模型,我们概述了各种动态机制及其随增长率和移民强度而发生的变化。对于考虑到移民强度随机波动的随机模型,我们确定了将有序转化为混乱的概率机制,并揭示了混乱瞬态的关键作用。对噪声诱导灭绝这一重要的种群现象进行了参数研究。为了对所考虑的随机变形进行数学研究,提出并成功应用了一种基于规则和混沌吸引子置信域的新方法。
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How random immigration impacts order–chaos transformations and extinction in population dynamics

Motivated by important ecological applications, we study how immigration and noise can drastically change patterns of behavior of population systems. We explore this problem on the base of the Ricker conceptual population model and focus on two questions: (i) how random immigration can change regular and chaotic dynamic regimes of survival; (ii) how random disturbances cause extinction of population. For the initial deterministic model, we overview the variety of dynamic regimes and their transformations depending on the growth rate and intensity of immigration. For the stochastic model that takes into account random fluctuations in immigration intensity, probabilistic mechanisms for transforming order into chaos are identified and the key role of chaotic transients is revealed. A parametric study of the important population phenomenon of noise-induced extinction is given. For mathematical study of the considered stochastic deformations, a new approach based on confidence domains for regular and chaotic attractors was proposed and successfully applied.

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