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Optimal Control of a Coupled Model for Healthy and Cancerous Cells Dynamics in Acute Myeloid Leukemia-A Therapy Approach.

机译:急性髓性白血病健康癌细胞动态耦合模型的最佳控制 - 一种治疗方法。

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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 aproach 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.
机译:数学模型是一种强大的研究工具,可以应用于了解白血病。他们已被应用于评估现有的疗法,并建议新的疗法。在本文中,我们提出了基于最佳控制的治疗Aproach,这最小化了癌细胞的数量和治疗的副作用。为此,我们使用从原始模型获得的非线性分布式延迟系统。我们首先证明存在一种最佳的对照来消除癌细胞。然后,施加绒毛膜的最大原理,我们设计了基于最佳的控制治疗治疗肌剧急性白血病。进行了基于现实情况案例的仿真,以说明所获得的结果。

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