{"title":"Optimal control for a free boundary tumor growth model","authors":"Yixiang Wu, Xinyue Evelyn Zhao, Rachel Leander, Wandi Ding","doi":"10.3934/eect.2025043","DOIUrl":null,"url":null,"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.","PeriodicalId":48833,"journal":{"name":"Evolution Equations and Control Theory","volume":"14 6","pages":"1534-1564"},"PeriodicalIF":1.2000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.aimsciences.org/data/article/export-pdf?id=6846b27db924fa00d9d4bb9e","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Evolution Equations and Control Theory","FirstCategoryId":"0","ListUrlMain":"https://doi.org/10.3934/eect.2025043","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS","Score":null,"Total":0}
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.
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