使用血管生成抑制强有力的积极控制瘤生长
Mohamadreza Homayounzade1, Maryam Homayounzadeh2, Mohammad Hassan Khooban3
1Mechanical Engineering Department, Fasa University, Fasa, Iran.
IET systems biology
|October 3, 2023
概括
开发了一种新的强大的正输入控制方法,用于抗血管生成疗法. 这个控制器只使用瘤体积反,确保稳定性和强度,以有效治疗癌症的不确定性.
科学领域:
- 控制工程 控制工程 控制工程
- 数学生物学 数学生物学
- 在瘤学瘤学.
背景情况:
- 许多生理系统需要积极的输入控制,而传统方法往往缺乏这种控制.
- 非线性系统,如瘤生长,由于参数不确定性和时间变化的动态,存在挑战.
- 现有的抗血管性疗法模型可能需要复杂的测量,限制实际应用.
研究的目的:
- 设计一种强大的积极输入控制方法,用于向的抗血管性疗法.
- 基于使用小鼠数据验证的瘤生长模型实施控制器.
- 为了确保控制器的稳定性和强度,应对系统的不确定性.
主要方法:
- 为了设计正输入控制器,采用了后退 (BS) 方法.
- 控制器仅使用瘤体积作为反,简化了测量要求.
- 利亚普诺夫定理被用于指数稳定性和强度的数学证明.
主要成果:
- 拟议的控制器证明了对参数不确定性的指数稳定性和稳定性.
- 它可以控制瘤体积收率,这对于癌症治疗有效性至关重要.
- 与以前的方法相比,实时模拟 (OPAL-RT) 验证了控制器的有效性.
结论:
- 开发的强大的正输入控制器为抗血管生成疗法提供了简化和有效的方法.
- 它仅依赖于瘤体积测量,提高了实际应用.
- 该方法为控制瘤生长提供了数学证明的稳定和强大的解决方案.
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