Modelling and optimal control of a two-species bioproducing microbial consortium - Inria - Institut national de recherche en sciences et technologies du numérique
Article Dans Une Revue SIAM Journal on Applied Mathematics Année : 2023

Modelling and optimal control of a two-species bioproducing microbial consortium

Résumé

Motivated by recent laboratory experiments, we study microbial populations with light-inducible genetic differentiation that generates a two-species microbial consortium relevant for bioproduction. First, we derive a hierarchy of models describing the evolution of the microbial populations, each with decreasing complexity. This sequential order reduction reveals the connections between several popular classes of models used in this context. Second, we demonstrate the analytical insight the order reduction provides by studying the optimal control of such a reduced-order system of nonlinear ordinary differential equations. Appealing to Pontryagin's maximum principle, we find different optimal control structures within different regions of the parameter space. Explicit solutions are obtained in a subset of parameter space, while, for the remainder of parameter space, closed-form solutions are obtained that depend on a scalar value that solves a particular transcendental equation. We show that a unique solution of the scalar equation exists and lies in a known compact interval, making its numerical approximation particularly easy. The analytical results are verified against direct numerical calculations.
Fichier principal
Vignette du fichier
ODE_OCP.pdf (674.16 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-03479385 , version 1 (14-12-2021)
hal-03479385 , version 2 (21-06-2022)

Identifiants

Citer

Davin Lunz, Joseph Frédéric Bonnans. Modelling and optimal control of a two-species bioproducing microbial consortium. SIAM Journal on Applied Mathematics, 2023, 83 (1), pp.144-171. ⟨10.1137/22M1476113⟩. ⟨hal-03479385v2⟩
163 Consultations
149 Téléchargements

Altmetric

Partager

More