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ULTIMATE DYNAMICS AND OPTIMAL CONTROL OF A MULTI-COMPARTMENT MODEL OF TUMOR RESISTANCE TO CHEMOTHERAPY

机译:化疗耐药多室模型的最终动力学和最优控制

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In this paper, a non-trivial generalization of a mathematical model put forward in [35] to account for the development of resistance by tumors to chemotherapy is presented. A study of the existence and local stability of the solutions, as well as the ultimate dynamics of the model, is addressed. An analysis of different chemotherapeutical protocols using discretization and optimization methods is carried out. A number of objective functionals are considered and the necessary optimality conditions are provided. Since the control variable appears linearly in the associated problem, optimal controls are concatenations of bang-bang and singular arcs. A formula of the singular control in terms of state and adjoint variables is derived analytically. Bang-bang and singular controls from the numerical simulations are obtained where, in particular, singular controls illustrate the metronomic chemotherapy.
机译:在本文中,提出了在[35]中提出的数学模型的非平凡的概括,以说明肿瘤对化学疗法的抗性发展。研究解决方案的存在性和局部稳定性,以及模型的最终动力学。使用离散化和优化方法对不同的化学治疗方案进行了分析。考虑了许多目标功能,并提供了必要的最优性条件。由于控制变量在相关问题中呈线性出现,因此最佳控制是爆炸和奇异弧的串联。通过状态和伴随变量,可以得出奇异控制的公式。从数值模拟中获得Bang-bang和奇异控制,其中特别是奇异控制说明了节律性化学疗法。

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