有界函数
边界(拓扑)
混乱的
Neumann边界条件
非线性系统
数学
李雅普诺夫函数
统计物理学
数学分析
指数稳定性
动力学(音乐)
理论(学习稳定性)
功能(生物学)
应用数学
物理
计算机科学
机器学习
生物
进化生物学
人工智能
量子力学
声学
作者
Hai‐Yang Jin,Zhi‐An Wang
标识
DOI:10.48550/arxiv.1907.02312
摘要
In this paper, we investigate the global boundedness, asymptotic stability and pattern formation of predator-prey systems with density-dependent preytaxis in a two-dimensional bounded domain with Neumann boundary conditions, where the coefficients of motility (diffusion) and mobility (preytaxis) of the predator are correlated through a prey density dependent motility function. We establish the existence of classical solutions with uniform-in time bound and the global stability of the spatially homogeneous prey-only steady states and coexistence steady states under certain conditions on parameters by constructing Lyapunov functionals. With numerical simulations, we further demonstrate that spatially homogeneous time-periodic patterns, stationary spatially inhomogeneous patterns and chaotic spatio-temporal patterns are all possible for the parameters outside the stability regime. We also find from numerical simulations that the temporal dynamics between linearized system and nonlinear systems are quite different, and the prey density-dependent motility function can trigger the pattern formation.
科研通智能强力驱动
Strongly Powered by AbleSci AI