Suppr超能文献

流行病反应扩散模型的有限时间分析:稳定性、同步性及数值见解。

Finite-time analysis of epidemic reaction-diffusion models: Stability, synchronization, and numerical insights.

作者信息

Batiha Iqbal, Anakira Nidal, Bendib Issam, Ouannas Adel, Hioual Amel, Irianto Irianto, Amourah Ala

机构信息

Department of Mathematics, Al Zaytoonah University of Jordan, Amman, Jordan.

Nonlinear Dynamics Research Center (NDRC), Ajman University, Ajman, United Arab Emirates.

出版信息

PLoS One. 2025 May 27;20(5):e0321132. doi: 10.1371/journal.pone.0321132. eCollection 2025.

Abstract

This study presents an innovative approach to analyzing finite-time stability (FTS) and synchronization (FTSYN) in integer-order reaction-diffusion systems (RDs), particularly in the context of epidemiological modeling. By integrating Gronwall's inequality, Lyapunov functionals (LFs), and linear control strategies, a comprehensive framework is developed to address transient dynamics within finite time frames. The proposed methodology advances the theoretical understanding of FTS and FTSYN by addressing the relatively unexplored dynamics of spatially extended systems. MATLAB simulations validate the theoretical findings, demonstrating the effectiveness of the control schemes and their practical applicability in modeling real-world disease transmission. Integrating spatial diffusion and disease dynamics provides critical insights into the influence of parameters such as diffusion rates and mortality on system behavior. This work contributes a robust framework for enhancing the analysis and management of nonlinear systems, with significant implications for epidemiology and other fields requiring rapid convergence and synchronization.

摘要

本研究提出了一种创新方法,用于分析整数阶反应扩散系统(RDs)中的有限时间稳定性(FTS)和同步性(FTSYN),特别是在流行病学建模的背景下。通过整合格朗沃尔不等式、李雅普诺夫泛函(LFs)和线性控制策略,开发了一个综合框架来解决有限时间框架内的瞬态动力学问题。所提出的方法通过解决空间扩展系统中相对未被探索的动力学问题,推进了对FTS和FTSYN的理论理解。MATLAB仿真验证了理论结果,证明了控制方案的有效性及其在模拟现实世界疾病传播中的实际适用性。整合空间扩散和疾病动力学为扩散率和死亡率等参数对系统行为的影响提供了关键见解。这项工作为加强非线性系统的分析和管理贡献了一个强大的框架,对流行病学和其他需要快速收敛和同步的领域具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6ea0/12178015/ec626dfae3b5/pone.0321132.g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验