کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4496437 1623885 2013 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimal control oriented to therapy for a free-boundary tumor growth model
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم کشاورزی و بیولوژیک علوم کشاورزی و بیولوژیک (عمومی)
پیش نمایش صفحه اول مقاله
Optimal control oriented to therapy for a free-boundary tumor growth model
چکیده انگلیسی

This paper is devoted to present and solve some optimal control problems, oriented to therapy, for a particular model of tumor growth. In the considered systems, the state is given by one or several functions that provide information on the cell population and also the tumor shape evolution and the control is a time dependent function associated to the therapy strategy (in practice, a cytotoxic drug). We first present and analyze the model (based on PDEs) and the related optimal control problems. The solutions are expected to provide the best therapy strategies for a given set of constraints (here, the cost or objective function is a measure of the number of cells at a given final time T). We also recall some mathematical techniques for solving the related optimization problems and we illustrate the behavior of the methods and the validity of the models with several numerical experiments. In view of the results, we are able to design appropriate strategies that, at least to some extent, are confirmed by real data. Finally, we present some conclusions and indications on future work.


► We analyze a free-boundary PDE model of tumor growth.
► We introduce a related optimal control problem to compute optimal therapies.
► We apply numerical techniques that provide realistic solutions to the problem.
► The numerical results can be compared satisfactorily to existing real data.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Theoretical Biology - Volume 325, 21 May 2013, Pages 1–11
نویسندگان
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