Deterministic, stochastic and fractional mathematical approaches applied to AMR
Abstract:
In this work, we study the qualitative properties of a simple mathematical model that can be applied to the reversal of antimicrobial resistance. In particular, we analyze the model from three perspectives: ordinary differential equations (ODEs), stochastic differential equations (SDEs) driven by Brownian motion, and fractional differential equations (FDEs) with Caputo temporal derivatives. Finally, we address the case of Escherichia coli exposed to colistin using parameters from the literature in order to assess the validity of the qualitative properties of the model.
Año de publicación:
2025
Keywords:
- Brownian motion
- Caputo derivative
- fractional differential equation
- Ordinary differential equation
- qualitative properties
- stability
- Stochastic differential equation
Fuente:
scopusTipo de documento:
Article
Estado:
Acceso restringido
Áreas de conocimiento:
- Modelo matemático
- Resistencia antimicrobiana
- Antibiótico
Áreas temáticas de Dewey:
- Matemáticas
- Probabilidades y matemática aplicada
- Enfermedades
Objetivos de Desarrollo Sostenible:
- ODS 15: Vida de ecosistemas terrestres
- ODS 12: Producción y consumo responsables
- ODS 2: Hambre cero