Optimal control for a free boundary tumor growth model

IF 1.2 4区 数学 Q1 MATHEMATICS
Yixiang Wu, Xinyue Evelyn Zhao, Rachel Leander, Wandi Ding
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引用次数: 0

Abstract

This paper investigates the optimal control of treatment in a free boundary PDE model that describes the growth of a radially symmetric tumor. The optimal control strategy is designed to inhibit tumor growth while minimizing side effects. We establish the well-posedness of the problem and prove the existence of an optimal control. In order to characterize this optimal control, the optimality system is derived, and a necessary condition is obtained. Numerical simulations are conducted to illustrate our theoretical findings and assess the impact of the optimal control strategy on tumor growth dynamics. Furthermore, we extend the model to include spatial dependency in the control variable and perform additional simulations to explore this more complex scenario.
自由边界肿瘤生长模型的最优控制
本文研究了描述径向对称肿瘤生长的自由边界PDE模型中治疗的最优控制。最优控制策略旨在抑制肿瘤生长,同时最小化副作用。我们建立了问题的适定性,并证明了最优控制的存在性。为了表征这种最优控制,导出了最优系统,并得到了一个必要条件。通过数值模拟来说明我们的理论发现,并评估最优控制策略对肿瘤生长动力学的影响。此外,我们扩展了模型,在控制变量中包含空间依赖性,并执行额外的模拟来探索这个更复杂的场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Evolution Equations and Control Theory
Evolution Equations and Control Theory MATHEMATICS, APPLIED-MATHEMATICS
CiteScore
3.10
自引率
6.70%
发文量
5
期刊介绍: EECT is primarily devoted to papers on analysis and control of infinite dimensional systems with emphasis on applications to PDE''s and FDEs. Topics include: * Modeling of physical systems as infinite-dimensional processes * Direct problems such as existence, regularity and well-posedness * Stability, long-time behavior and associated dynamical attractors * Indirect problems such as exact controllability, reachability theory and inverse problems * Optimization - including shape optimization - optimal control, game theory and calculus of variations * Well-posedness, stability and control of coupled systems with an interface. Free boundary problems and problems with moving interface(s) * Applications of the theory to physics, chemistry, engineering, economics, medicine and biology
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