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Optimal control of a model for brain lactate kinetics.

Authors :
Raad, Hussein
Cherfils, Laurence
Allery, Cyrille
Guillevin, Rémy
Source :
Asymptotic Analysis. 2023, Vol. 133 Issue 4, p555-586. 32p.
Publication Year :
2023

Abstract

The aim of this paper is to first study a Cahn-Hilliard model for brain lactate kinetics with a control function. This control allows for optimal treatment administered to ill patients suffering from glioma, in order to reduce their brain lactate concentrations, and thereby to slow down the tumor growth. We establish the well-posedness of the problem and the continuity of the control-to-state mapping, the existence of a minimizer of the objective functional, and its Fréchet differentiability in suitable Banach spaces with respect to the control and with respect to time. Moreover, we derive the first-order necessary conditions that an optimal control has to satisfy. In the second part of the paper, we illustrate our theoretical results with numerical simulations using MRI data from the University Hospital of Poitiers. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09217134
Volume :
133
Issue :
4
Database :
Academic Search Index
Journal :
Asymptotic Analysis
Publication Type :
Academic Journal
Accession number :
164967543
Full Text :
https://doi.org/10.3233/ASY-221823