基于PD控制的一类考虑有限治疗资源的时滞扩散恶意软件传播模型OA
A Delay-diffusion Malware Propagation Model with Limited Treatment Resources based on PD Control
为探究恶意软件在物联网系统中的时空动态传播特性,文章基于微分方程理论建立了一类考虑有限治疗资源的时滞扩散恶意软件传播模型.通过分析相关特征方程,给出了Turing不稳定和Hopf分岔出现的条件.为提高系统稳定性,在模型中引入Proportional-Derivative(PD)控制器,对受控模型的稳定性进行分析.数值模拟验证了理论推导的正确性,并表明PD控制能够通过调节控制参数,实现对Turing不稳定和Hopf分岔的有效控制.
In order to investigate the spatial-temporal dynamic propagation characteristics of malware in the Internet of Things system,this paper establishes a delay-diffusion malware propagation model with limited treatment resources based on the theory of differential equations.By analyzing the relevant characteristic equations,the conditions for Turing instability and Hopf bifurcation are derived.To enhance the system stability,Proportional-Derivative(PD)control is introduced into the model,and the stability of the controlled model is analyzed.Numerical simulations confirm the correctness of the theoretical derivations and demonstrate that the occurrence of Turing instability and Hopf bifurcation can be controlled by choosing appropriate parameters of the PD controller.
郭佳;李婷;王怀柱
宁夏大学 数学统计学院,宁夏 银川 750021宁夏大学 数学统计学院,宁夏 银川 750021宁夏大学 前沿交叉学院,宁夏 中卫 755000
数理科学
物联网恶意软件时滞扩散有限治疗资源PD控制
Internet of ThingsMalwareDelay-diffusionLimited treatment resourcesPD control
《新疆师范大学学报(自然科学版)》 2026 (3)
91-101,112,12
宁夏自然科学基金项目(2025AAC030163)宁夏自然科学基金项目(2024AAC03038)国家自然科学基金资助项目(72461029).
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