李雅普诺夫函数
数学
应用数学
特征向量
理论(学习稳定性)
李雅普诺夫方程
图形
数学优化
计算机科学
离散数学
物理
量子力学
非线性系统
机器学习
作者
Zhisheng Shuai,P. van den Driessche
摘要
Two systematic methods are presented to guide the construction of Lyapunov functions for general infectious disease models and are thus applicable to establish their global dynamics. Specifically, a matrix-theoretic method using the Perron eigenvector is applied to prove the global stability of the disease-free equilibrium, while a graph-theoretic method based on Kirchhoff's matrix tree theorem and two new combinatorial identities are used to prove the global stability of the endemic equilibrium. Several disease models in the literature and two new cholera models are used to demonstrate the applications of these methods.
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