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Cancer Treatment and Control

机译:癌症治疗和控制

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摘要

This interactive presentation is meant to explore the role of control in the treatment of cancer with chemotherapy. The dynamical system and the cost functional are the components of a control problem. The selection of either piece will directly influence the control strategy. A compartment model is used to model the evolution and growth of cancer utilizing exponential, logistic, and Gompertzian dynamics in this presentation. The cost functional for current treatment strategies can be typified as seeking to aggressively drive the cancer into remission as quickly as possible as the primary objective. Alternate forms for the cost function can be to balance the life expectancy and quality of life relative to the destruction of the cancer cells. In both forms for the cost functional, constraints are imposed on when the chemotherapy can be administered. For simplicity, the control will be the time when chemotherapeutic treatment(s) are administered. The essential difference in the treatment policies is that traditional schedules use a cycle or group of treatments whereas the alternate schedule is for individual treatments. A numerical study is presented to illustrate the roles of the dynamics and cost functional.
机译:这种互动演示旨在探讨控制在癌症治疗中的作用。动态系统和成本函数是控制问题的组件。任何一块的选择将直接影响控制策略。隔间模型用于在本演示文稿中使用指数,后勤和Gompertzian动态来模拟癌症的演变和生长。目前治疗策略的成本官能可分割现为寻求尽可能快地将癌症迅速推动到缓解中作为主要目标。对于成本函数的替代形式可以是平衡相对于癌细胞的破坏相对于癌细胞的寿命和生活质量。在两种形式的成本函数,当可以施用化疗时施加约束。为简单起见,控制将是施用化学治疗治疗时的时间。治疗政策的基本差异是传统的时间表使用循环或一组治疗,而备用时间表是用于个体治疗。提出了一个数值研究以说明动态和成本函数的作用。

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