Parameter optimization of H∞ controller designed for tumor growth in the light of physiological aspects

Johanna Sápi, D. Drexler, L. Kovács
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引用次数: 7

Abstract

According to the fact that cancer diseases are leading causes of death all around the world, development of cancer fighting therapies is necessary. Beside the medical knowledge, there is an extra need for engineering approach to solve this complex problem. The aim of this paper is to design controller for tumor growth under angiogenic inhibition, which on the one hand minimizes the input signal as far as possible (in order to have less side effects and greater cost-effectiveness) and on the other hand results in appropriately low tumor volume. Since the model contains uncertainties and measurement noise, the controller was designed using modern robust control methodology. Choosing of the ideal system and the weighting functions were done in the light of physiological aspects.
针对肿瘤生长设计的H∞控制器的生理参数优化
鉴于癌症是世界上导致死亡的主要原因,开发抗癌疗法是必要的。除了医学知识,还有一个额外的需要工程方法来解决这个复杂的问题。本文的目的是设计血管生成抑制下肿瘤生长的控制器,一方面尽可能地减少输入信号(以减少副作用和提高成本效益),另一方面使肿瘤体积适当降低。由于模型包含不确定性和测量噪声,采用现代鲁棒控制方法设计控制器。从生理角度出发,选择理想系统和权重函数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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