脑乳酸动力学模型的最优控制

IF 1.1 4区 数学 Q2 MATHEMATICS, APPLIED
Hussein Raad, L. Cherfils, C. Allery, R. Guillevin
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引用次数: 1

摘要

本文的目的是首先研究具有控制功能的脑乳酸动力学的Cahn-Hilliard模型。这种控制允许对患有神经胶质瘤的患者进行最佳治疗,以降低他们的脑乳酸浓度,从而减缓肿瘤的生长。我们建立了问题的适定性和控制-状态映射的连续性,目标泛函的极小值的存在性,以及它在适当的Banach空间中对控制和对时间的fr可微性。此外,我们导出了最优控制必须满足的一阶必要条件。在论文的第二部分,我们利用普瓦捷大学医院的MRI数据用数值模拟来说明我们的理论结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal control of a model for brain lactate kinetics
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.
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来源期刊
Asymptotic Analysis
Asymptotic Analysis 数学-应用数学
CiteScore
1.90
自引率
7.10%
发文量
91
审稿时长
6 months
期刊介绍: The journal Asymptotic Analysis fulfills a twofold function. It aims at publishing original mathematical results in the asymptotic theory of problems affected by the presence of small or large parameters on the one hand, and at giving specific indications of their possible applications to different fields of natural sciences on the other hand. Asymptotic Analysis thus provides mathematicians with a concentrated source of newly acquired information which they may need in the analysis of asymptotic problems.
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