Complex Dynamics Modes in a Simple Model of Prey-Predator Community: Bistability and Multistability

Q3 Mathematics
G. P. Neverova, O. Zhdanova
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引用次数: 0

Abstract

The paper proposes and studies a two-component discrete-time model of the prey-predator community considering zooplankton and fish interactions and their development features. Discrete-time systems of equations allow us to take into account naturally the rhythm of many processes occurring in marine and freshwater communities, which are subject to cyclical fluctuations due to the daily and seasonal cycle. We describe the dynamics of fish and zooplankton populations constituting the community by Ricker’s model, which is well-studied and widely used in population modeling. To consider the species interaction, we use the Holling-II type response function taking into account predator saturation. We carried out the study of the proposed model. The system is shown to have from one to three non-trivial equilibria, which gives the existence of the complete community. In addition to the saddle-node bifurcation, which generates bistability of stationary dynamics, a nontrivial equilibrium loses its stability according to the Neimark-Sacker scenario with an increase in the reproductive potential of both predator and prey species, as a result of which the community exhibits long-period oscillations similar to those observed in experiments. With the higher bifurcation parameter, the reverse Neimark-Sacker bifurcation is shown to occur followed by the closed invariant curve collapses, and dynamics of the population stabilizes, later losing stability through a cascade of period-doubling bifurcations. Multistability complicates the birth and disappearance of the invariant curve in the phase space scenario by the emergence of another irregular dynamics in the system with the single unstable nontrivial fixed point. At fixed values of the model parameters and different initial conditions, the system considered is shown to demonstrate various quasi-periodic oscillations. Despite extreme simplicity, the proposed discrete-time model of community dynamics demonstrates a wide variety and variability of dynamic modes. It shows that the influence of environmental conditions can change the type and nature of the observed dynamics.
食饵-捕食者群落简单模型中的复杂动力学模式:双稳定与多稳定
本文提出并研究了考虑浮游动物与鱼类相互作用及其发展特征的捕食-捕食生物群落双分量离散时间模型。离散时间方程系统使我们能够自然地考虑到海洋和淡水群落中发生的许多过程的节奏,这些过程由于日周期和季节周期而受到周期性波动的影响。我们用Ricker模型描述了组成群落的鱼类和浮游动物种群的动态,Ricker模型在种群建模中得到了很好的研究和广泛的应用。为了考虑物种间的相互作用,我们使用了考虑捕食者饱和度的Holling-II型响应函数。我们对提出的模型进行了研究。证明了该系统有1 ~ 3个非平凡均衡,给出了完整群体的存在性。根据neimmark - sacker情景,除了鞍节点分岔产生稳态动力学的双稳定性外,非平凡平衡随着捕食者和猎物物种的繁殖潜力的增加而失去稳定性,结果导致群落表现出与实验中观察到的相似的长周期振荡。当分岔参数较高时,会出现反向neimmark - sacker分岔,随后闭合不变曲线崩溃,种群动态趋于稳定,随后通过一系列倍周期分岔失去稳定。多稳定性使相空间场景中不变曲线的产生和消失变得复杂,因为系统中出现了另一种不稳定非平凡不动点的不规则动力学。在固定的模型参数值和不同的初始条件下,所考虑的系统表现出各种拟周期振荡。尽管极其简单,所提出的群落动态的离散时间模型显示了动态模式的广泛多样性和可变性。结果表明,环境条件的影响可以改变观测动力学的类型和性质。
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来源期刊
Mathematical Biology and Bioinformatics
Mathematical Biology and Bioinformatics Mathematics-Applied Mathematics
CiteScore
1.10
自引率
0.00%
发文量
13
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