数学
人口
应用数学
混乱的
李雅普诺夫函数
摄动(天文学)
理论(学习稳定性)
稳定性理论
指数稳定性
统计物理学
离散时间和连续时间
控制理论(社会学)
计算机科学
非线性系统
统计
物理
量子力学
机器学习
社会学
人口学
人工智能
控制(管理)
作者
Azmy S. Ackleh,Md Istiaq Hossain,Amy Veprauskas,Aijun Zhang
标识
DOI:10.1080/10236198.2020.1786818
摘要
In [A.S. Ackleh, M.I. Hossain, A. Veprauskas, and A. Zhang, Persistence and stability analysis of discrete-time predator-prey models: A study of population and evolutionary dynamics, J. Differ. Equ. Appl. 25 (2019), pp. 1568–1603.], we established conditions for the persistence and local asymptotic stability of the interior equilibrium for two discrete-time predator–prey models (one without and with evolution to resist toxicants). In the current paper, we provide a more in-depth analysis of these models, including global stability of equilibria, existence of cycles and chaos. Our main focus is to examine how the speed of evolution ν may impact population dynamics. For both models, we establish conditions under which the interior equilibrium is global asymptotically stable using perturbation analysis together with the construction of Lyapunov functions. For small ν, we show that the global dynamics of the evolutionary system are nothing but a continuous perturbation of the non-evolutionary system. However, when the speed of evolution is increased, we perform numerical studies which demonstrate that evolution may introduce rich dynamics including cyclic and chaotic behaviour that are not observed when evolution is absent.
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