基于动态博弈的不确定SIR时滞模型鲁棒疫苗接种策略

Hiroya Kikuchi, H. Mukaidani, Ramasamy Saravanakumar, W. Zhuang
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引用次数: 2

摘要

本文基于静态输出反馈(SOF),研究了具有状态延迟的不确定敏感-感染-恢复(SIR)模型的鲁棒Pareto次优策略。在对原始的非线性SIR模型进行线性化之后,用高阶交叉耦合矩阵方程(HCMEs)的形式导出了策略集存在的充分条件。利用保证成本控制技术,既保证了系统的鲁棒稳定性,又保证了系统成本界的存在性。为了避免直接求解HCMEs的高复杂度,提出了一种基于线性矩阵不等式的递归算法。最后,通过一个实际的SIR时延模型验证了所提策略的有效性和可靠性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Vaccination Strategy based on Dynamic Game for Uncertain SIR Time-Delay Model
In this paper, a robust Pareto suboptimal strategy for an uncertain susceptible-infected-recovered (SIR) model with state delay is investigated, based on the static output feedback (SOF). After linearizing the original nonlinear SIR model, a sufficient condition for the existence of a proposed strategy set is derived in terms of high-order cross-coupled matrix equations (HCMEs). Using the guaranteed cost control technique, both robust stability and existence of the cost bound are attained. To avoid high complexity of directly solving the HCMEs, a recursive algorithm based on the linear matrix inequality (LMI) is presented. Finally, a practical SIR time-delay model is used to demonstrate the effectiveness and reliability of the proposed strategy.
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