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DRUG RESISTANCE AND PHASE SPECIFICITY OF CANCER CHEMOTHERAPY-FINITE VERSUS INFINITE DIMENSIONAL MODELS

机译:癌症化学疗法相对于无限维模型的抗药性和相特异性

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In this paper we combine models that so far have been studied separately, taking into account both the phenomenon of gene amplification and drug specificity in chemotherapy, in their different aspects. The finite dimensional model into account only two levels of drug resistance but it allows for rigorous mathematical analysis. In the infinite dimensional model, the mathematical description is given by an infinite number of state equations with a system matrix, which form allows decomposing the model into two interacting subsystems. While the first one, of finite dimension, can have any form, the second one is infinite dimensional and tridiagonal. We compare both approaches and present our results dealing with optimization of protocols based on optimal control problems formulated for them. The optimal control problem is defined in l~1 space.
机译:在本文中,我们结合了迄今已分别研究的模型,同时考虑了基因扩增现象和化学疗法中药物特异性的不同方面。有限维模型仅考虑了两个水平的耐药性,但可以进行严格的数学分析。在无限维模型中,数学描述是由具有系统矩阵的无数个状态方程给出的,该形式允许将模型分解为两个相互作用的子系统。第一个是有限维的,可以具有任何形式,而第二个是无限维的并且是三对角的。我们比较了这两种方法,并根据为它们制定的最佳控制问题,介绍了处理协议优化的结果。最优控制问题定义在l〜1个空间内。

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