Bifurcations in a closed-loop model of tumor growth control

D. Drexler, I. Nagy, V. Romanovski
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引用次数: 1

Abstract

Model-based therapy generation can open new horizons in medicine. Cancer chemotherapy can be optimized using control theoretic methods based on mathematical models of tumor growth. We carry out the qualitative analysis of such a model using the simplest control scheme, i.e., P type control. We look for bifurcations for realistic values of tumor parameters. We show that it is possible to have bifurcations in the closed-loop system, and the qualitative behaviour depends on the initial conditions, and it is independent of the control gain. The analysis shows that the system has rich dynamics and the model can be used to reproduce complex phenomena occurring during real therapies.
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肿瘤生长控制闭环模型的分岔
基于模型的治疗生成可以打开医学的新视野。利用基于肿瘤生长数学模型的控制理论方法,可以优化肿瘤化疗方案。我们使用最简单的控制方案,即P型控制,对该模型进行定性分析。我们寻找切合实际的肿瘤参数值的分岔。我们证明了在闭环系统中可能存在分岔,并且定性行为取决于初始条件,并且与控制增益无关。分析表明,该系统具有丰富的动态性,该模型可用于再现实际治疗过程中发生的复杂现象。
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