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Dynamics of a time-delay differential model for tumour-immune interactions with random noise.
- Source :
- Alexandria Engineering Journal; Dec2022, Vol. 61 Issue 12, p11913-11923, 11p
- Publication Year :
- 2022
-
Abstract
- This paper examines the dynamics of a time-delay differential model of the tumour immune system with random noise. The model describes the interactions between healthy tissue cells, tumour cells, and activated immune system cells. We discuss stability and Hopf bifurcation of the deterministic system. We then explore stochastic stability, and the dynamics of the system in view of environmental fluctuations. Criteria for persistence and sustainability are discussed. Using multiple Lyapunov functions, some sufficient criteria for tumour cell persistence and extinction are obtained. Under certain circumstances, stochastic noise can suppress tumour cell growth completely. In contrast to the deterministic model which shows no stable tumour-free state, the white noise can either lead to tumour dormancy or tumour elimination. Some numerical simulations, by using Milstein's scheme, are carried out to show the effectiveness of the obtained results. [ABSTRACT FROM AUTHOR]
- Subjects :
- WHITE noise
HOPF bifurcations
LYAPUNOV functions
CELL growth
SYSTEM dynamics
Subjects
Details
- Language :
- English
- ISSN :
- 11100168
- Volume :
- 61
- Issue :
- 12
- Database :
- Supplemental Index
- Journal :
- Alexandria Engineering Journal
- Publication Type :
- Academic Journal
- Accession number :
- 160909909
- Full Text :
- https://doi.org/10.1016/j.aej.2022.05.027