Conditions for extinction and ergodicity of a stochastic Mycobacterium tuberculosis model with Markov switching
Ying He, Bo Bi
AIMS Mathematics · 2024-01
Abstract
<p>This paper is concerned with a stochastic Mycobacterium tuberculosis model, which is perturbed by both white noise and colored noise. First, we prove that the stochastic model has a unique global positive solution. Second, we derive an important condition $ R_0^* $ depending on environmental noise for this stochastic model. We construct an appropriate Lyapunov function, and show that the model possesses a unique ergodic stationary distribution when $ R_0^* &lt; 0 $, in other words, it indicates the long-term persistence of the disease. Finally, we investigate the related conditions of extinction.</p>
MeSH terms
- Ergodicity
- Extinction (optical mineralogy)
- Markov chain
- Mathematics
- Statistical physics
- Mycobacterium tuberculosis
- Tuberculosis
- Applied mathematics