急性髓系白血病中健康细胞和癌细胞动力学耦合模型的最优控制——一种治疗方法

Abdelhafid Zenati, Messaoud Chakir, M. Tadjine
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引用次数: 9

摘要

数学模型是一种强大的研究工具,可以应用于了解白血病。它们已被用于评估现有的治疗方法,并提出新的治疗方法。在本文中,我们提出了一种基于最优控制的治疗方法,该方法可以使癌细胞的数量和治疗的副作用最小化。为此,我们使用了一个由原始模型得到的非线性分布延迟系统。我们首先证明了存在一种最优控制来根除癌细胞。然后,应用庞特里亚金的极大值原理,设计了基于最优控制的骨髓急性白血病治疗方案。通过实例仿真验证了所得结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal control of a coupled model for healthy and cancerous cells dynamics in Acute Myeloid Leukemia - a therapy approach
Mathematical models are a powerful research tool that can be applied to understanding leukemia. They have been applied to evaluate existing therapies and to suggest new ones. In this paper, we propose a therapy approach based on an optimal control which minimizes the number of cancerous cells and the side effects of the treatment. To this end, we use a nonlinear distributed delay system obtained from the original model. We first prove that there exists an optimal control that eradicates the cancerous cells. Then, applying the maximum principle of Pontryagin, we design the optimal control based therapy to treat Myelode Acute Leukemia. Simulation based on realistics cases are conducted to illustrate the obtained results.
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