包含弱阿利效应的二维离散时间生物模型的动力学和控制。

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-09-01 DOI:10.1063/5.0195199
Muhammad Qurban, Abdul Khaliq, Muhammad Saqib
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引用次数: 0

摘要

该研究在ℜ2的二维生物模型中加入了弱阿利效应,深入探讨了分岔理论的应用,包括中心流形和Ljapunov-Schmidt还原、正态理论和普遍展开,以分析各种工程领域的非线性稳定性问题。重点在于描述猎物和捕食者之间相互作用的离散时间系统的定性动力学。与连续模型不同,离散时间模型表现出更强的混沌行为。通过探索具有线性功能性猎物响应的生物 Mmdel,研究阐明了平衡的局部渐近特性。此外,利用分岔理论和中心流形定理,分析表明在所有α1(即猎物的内在增长率)、ð1˙(即调节项yn的参数)和m(即阿利效应常数)条件下,模型都表现出边界固定点A1和A2,以及唯一的正固定点A∗(所有参数均为正)。此外,考虑到弱阿利效应对猎物动态的影响,采用稳定性理论探讨了固定点 A1、A2 和 A∗ 的局部动态特征以及拓扑分类。在边界定点 A2 上发现了翻转分叉,在唯一正定点 A∗=(mð1˙-1,α1-1-α1mð1˙-1) 周围的小参数邻域内观察到了 Neimark-Sacker 分叉。此外,它还实现了两种混沌控制策略,即状态反馈和混合方法。通过数值模拟证明了这些方法的有效性,为理论结论提供了具体说明。该模型包含种群动力学的基本要素,考虑了捕食、竞争和环境因素等相互作用,以及影响猎物种群的弱阿利效应。
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Dynamics and control of two-dimensional discrete-time biological model incorporating weak Allee's effect.

Incorporating a weak Allee effect in a two-dimensional biological model in ℜ2, the study delves into the application of bifurcation theory, including center manifold and Ljapunov-Schmidt reduction, normal form theory, and universal unfolding, to analyze nonlinear stability issues across various engineering domains. The focus lies on the qualitative dynamics of a discrete-time system describing the interaction between prey and predator. Unlike its continuous counterpart, the discrete-time model exhibits heightened chaotic behavior. By exploring a biological Mmdel with linear functional prey response, the research elucidates the local asymptotic properties of equilibria. Additionally, employing bifurcation theory and the center manifold theorem, the analysis reveals that, for all α1 (i.e., intrinsic growth rate of prey), ð1˙ (i.e., parameter that scales the terms yn), and m (i.e., Allee effect constant), the model exhibits boundary fixed points A1 and A2, along with the unique positive fixed point A∗, given that the all parameters are positive. Additionally, stability theory is employed to explore the local dynamic characteristics, along with topological classifications, for the fixed points A1, A2, and A∗, considering the impact of the weak Allee effect on prey dynamics. A flip bifurcation is identified for the boundary fixed point A2, and a Neimark-Sacker bifurcation is observed in a small parameter neighborhood around the unique positive fixed point A∗=(mð1˙-1,α1-1-α1mð1˙-1). Furthermore, it implements two chaos control strategies, namely, state feedback and a hybrid approach. The effectiveness of these methods is demonstrated through numerical simulations, providing concrete illustrations of the theoretical findings. The model incorporates essential elements of population dynamics, considering interactions such as predation, competition, and environmental factors, along with a weak Allee effect influencing the prey population.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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