独特性
遍历性
数学
平稳分布
李雅普诺夫函数
随机微分方程
应用数学
动力系统理论
数学分析
指数稳定性
统计物理学
马尔可夫链
非线性系统
物理
统计
量子力学
作者
Xiaoyue Li,Guoting Song,Yang Xia,Chenggui Yuan
摘要
This paper investigates dynamical behaviors of the tumor-immune system perturbed by environmental noise. The model describes the response of the cytotoxic T lymphocyte to the growth of an immunogenic tumor. The main methods are stochastic Lyapunov analysis, comparison theorem for stochastic differential equations (SDEs), and strong ergodicity theorem. Firstly, we prove the existence and uniqueness of the global positive solution for the tumor-immune system. Then we go a further step to study the boundaries of moments for tumor cells and effector cells and the asymptotic behavior in the boundary equilibrium points. Furthermore, we discuss the existence and uniqueness of stationary distribution and stochastic permanence of the tumor-immune system. Finally, we give several examples and numerical simulations to verify our results.
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