Qualitative analysis and controllability of complex tumor model with different therapies with nonsingular kernel

Q1 Mathematics
Maryam Batool , Muhammad Farman , Kottakkaran Sooppy Nisar , Evren Hincal , Shah Jahan
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引用次数: 0

Abstract

In this paper, consider the immune response to avascular cancer under the effect of immunotherapy, chemotherapy, and their combinations, as well as vaccination regimens, is described using a fractional order model to observe the impact of different therapies for cancer treatment. The impact of vaccination therapy is viewed as a model parameter perturbation. The effect of the global derivative, the existence, and the boundedness of the suggested system are confirmed, which are the essential characteristics of epidemic problems. The proposed system is qualitatively examined as well to determine its stable points. The Lyapunov function is used to analyze global stability, and the equilibrium states of the second derivative test are quantitatively examined. To investigate the effects of the fractional operator on the suggested model, solutions are generated using the Mittag Leffler kernel, and numerical simulations are run to demonstrate the theoretical findings. Using MATLAB, the effects of cancer treatment with various drugs and parameter values are justified. The proposed system is also treated for controllability and observability for a linear control system to monitor the close-loop design with different therapies as an input and cancer cells as an output.
非奇异核不同治疗方法复杂肿瘤模型的定性分析及可控性
本文考虑在免疫治疗、化疗及其联合治疗以及疫苗接种方案的作用下对无血管性癌症的免疫反应,使用分数阶模型来观察不同治疗方法对癌症治疗的影响。疫苗治疗的影响被视为模型参数扰动。证实了系统的全局导数效应、存在性和有界性,这是流行病问题的基本特征。对所提出的系统进行了定性检查,以确定其稳定点。利用Lyapunov函数分析了系统的全局稳定性,并对二阶导数检验的平衡态进行了定量检验。为了研究分数算子对建议模型的影响,使用Mittag Leffler核生成解决方案,并运行数值模拟来证明理论发现。利用MATLAB对不同药物和参数值对肿瘤治疗的效果进行了论证。所提出的系统还处理了线性控制系统的可控性和可观察性,以监测以不同疗法作为输入和癌细胞作为输出的闭环设计。
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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来源期刊
CiteScore
6.20
自引率
0.00%
发文量
138
审稿时长
14 weeks
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