Geometric Optimal Control of the Generalized Lotka-Volterra Model with Applications Controlled Stability of Microbiota
Résumé
In this talk we present the Generalized Lotka–Volterra dynamics associated to the
model of C-difficile infection of the intestine microbiote and aiming to transfer the system
from an infected state to an healthy state. The control inputs are of two types : fecal
injection or bactericides which act as Dirac pulses and prebiotics or antibiotics which act as
continuous controls. An uniform frame can be introduced using the tools from geometric
control to analyze the accessibility set as the orbit of a pseudo-semi group. Optimal
control can be considered in the frame of permanent control or sampled-data control. The
later being adapted to the practical constraints of a finite set of medical interventions. In
both case the optimal control problems can be analyzed using direct and indirect schemes
aiming to reach an healthy state. Such methods are tested on toys models in dimension 2
and 3 related to the construction of reduced dynamics. Even those simple situations lead
to interesting questions of accessibility and integrability issues in relation with the study
of dynamical systems.
Domaines
Optimisation et contrôle [math.OC]Origine | Fichiers produits par l'(les) auteur(s) |
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