恒化器
拉回吸引子
肠道微生物群
吸引子
理论(学习稳定性)
数学
生物系统
微生物群
应用数学
机械
控制理论(社会学)
数学分析
物理
生物
计算机科学
生物信息学
人工智能
机器学习
遗传学
细菌
控制(管理)
作者
Brittni Hall,Xiaoying Han,Peter E. Kloeden,Hans‐Werner van Wyk
标识
DOI:10.3934/dcdss.2022075
摘要
<p style='text-indent:20px;'>A mathematical model describing the growth of gut microbiome inside and on the wall of the gut is developed based on the chemostat model with wall growth. Both the concentration and flow rate of the nutrient input are time-dependent, which results in a system of non-autonomous differential equations. First the stability of each meaningful equilibrium is studied for the autonomous counterpart. Then the existence of pullback attractors and its detailed structures for the nonautonomous system are investigated using theory and techniques of nonautonomous dynamical systems. In particular, sufficient conditions under which the microbiome vanishes or persists are constructed. Numerical simulations are provided to illustrate the theoretical results.</p>
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