کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6921498 864456 2015 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Adaptive robust control of cancer chemotherapy in the presence of parametric uncertainties: A comparison between three hypotheses
ترجمه فارسی عنوان
کنترل قوی تطبیقی ​​شیمیدرمانی سرطان در حضور عدم قطعیت پارامتری: مقایسه بین سه فرضیه
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
چکیده انگلیسی
In this paper, an adaptive robust control strategy is developed for the manipulation of drug usage and consequently the tumor volume in cancer chemotherapy. Three nonlinear mathematical cell-kill models including log-kill hypothesis, Norton-Simon hypothesis and Emax hypothesis are considered in the presence of uncertainties. The Lyapunov stability theorem is used to investigate the global stability and tracking convergence of the process response. For the first time, performance of the uncertain process is investigated and compared for three nonlinear models. In addition, the effects of treatment period, initial value of tumor volume (carrying capacity) and the uncertainty amount on dynamic system behaviour are studied. Through a comprehensive evaluation, results are presented and compared for three cell-kill models. According to the results, for a wide range of model uncertainties, the adaptive controller guarantees the robust performance. However, for a given treatment period, more variation in drug usage is required as the amount of model uncertainty increases. Moreover, for both the nominal and uncertain models, less drug usage is required as the treatment period increases.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Biology and Medicine - Volume 56, 1 January 2015, Pages 145-157
نویسندگان
, , ,