Nonlinear Dynamics and Bifurcation Analysis in a Modified Discrete-Time Rosenzweig-MacArthur Predator-Prey Model
摘要
Predator-prey interactions are fundamental to ecological systems, often exhibiting nonlinear and complex behaviors. The classical Rosenzweig-MacArthur (RMA) model has been instrumental in understanding these dynamics, but real-world ecosystems often involve higher trophic interactions. In this study, we modify the classical RMA model by incorporating a super-predator, extending it into a discrete-time three-species framework. This modification introduces additional complexity, leading to richer dynamical behaviors, including high-period oscillations and chaotic dynamics. We perform a rigorous local stability analysis of equilibrium points and examine the emergence of bifurcations, particularly Neimark-Sacker (NS) bifurcations, which indicate transitions to quasi-periodic and chaotic dynamics. Numerical simulations demonstrate that variations in interaction rates, particularly prey-predator (