Tariq Muhammad Moneeb, Riaz Muhammad Bilal, Kazmi Syeda Sarwat, Aziz-Ur-Rehman Muhammad
Department of Mathematics, University of Management and Technology, Lahore, Pakistan.
IT4Innovations, VSB-Technical University of Ostrava, Ostrava, Czech Republic.
Sci Rep. 2025 Feb 14;15(1):5513. doi: 10.1038/s41598-025-89995-x.
This paper focuses on the dynamical analysis of the advection-diffusion-reaction equation under various conditions that highlight the system's sensitivity and potential for chaotic behavior. Traveling wave solutions for the underlying equation are derived using a novel modified [Formula: see text] expansion method based on the traveling wave transformation. A broad spectrum of exact traveling wave solutions, including solitons, kinks, periodic solutions, and rational solutions, is obtained. These solutions are recognized as having significant potential applications in fields such as engineering and plasma physics. The proposed method is demonstrated to successfully generate various exponential solutions, such as bright, dark, single, rational, and periodic solitary wave solutions. MATLAB simulations were carried out to visualize the results, producing 3D, 2D, and contour graphs that emphasize the impact of the advection-diffusion-reaction equation. Furthermore, the Galilean transformation is applied to derive the corresponding planar dynamical system, enabling deeper insights into its dynamical behavior. Sensitivity analysis is performed to evaluate the system's response to different initial conditions, with symmetrical properties and equilibrium points being represented through phase portraits. The chaotic behavior of the planar dynamical system under the influence of an external force is also examined. It is revealed that the system exhibits periodic, quasi-periodic, and chaotic processes, with significant increases in intensity and frequency being observed. Additionally, we apply Poincaré maps and Lyapunov exponent to analyze the behavior of the dynamical system by different initial conditions.
本文着重研究在各种条件下平流-扩散-反应方程的动力学分析,这些条件突出了系统的敏感性和混沌行为的可能性。基于行波变换,采用一种新颖的改进[公式:见原文]展开方法,推导了基础方程的行波解。得到了包括孤子、扭结、周期解和有理解在内的广泛精确行波解。这些解在工程和等离子体物理等领域具有重要的潜在应用价值。所提出的方法被证明能够成功地生成各种指数解,如亮、暗、单、有理和周期孤波解。进行了MATLAB模拟以可视化结果,生成了强调平流-扩散-反应方程影响的三维、二维和等高线图。此外,应用伽利略变换推导相应的平面动力系统,以便更深入地了解其动力学行为。进行敏感性分析以评估系统对不同初始条件的响应,通过相图表示对称性质和平衡点。还研究了平面动力系统在外部力影响下的混沌行为。结果表明,该系统呈现出周期、准周期和混沌过程,强度和频率显著增加。此外,我们应用庞加莱映射和李雅普诺夫指数来分析不同初始条件下动力系统的行为。