基于拉普拉斯变换和稳定性分析的分数肿瘤系统种群动态

Dr. Palanisami, Shrilekha Elango
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引用次数: 0

摘要

建模是利用数学概念和工具来表示自然系统和现象的有效方法。分数阶微积分是生物系统建模的重要组成部分。近年来,许多研究人员对实时问题的数学建模和分析很感兴趣。本文考虑分数阶的肿瘤系统,它包括正常细胞、肿瘤细胞和效应免疫细胞。在考虑化疗药物的情况下,模型还研究了药物的毒性和药物浓度。本工作的主要目的是利用拉普拉斯变换建立模型的解,并分析模型的稳定性。利用拉普拉斯变换这一简单有效的方法来求解系统,证明了解的存在唯一性。利用Lipschitz条件验证了系统的有界性。此外,对系统进行了数值求解,并以图形表示形式提供了不同$\alpha$值下的细胞种群动态。同时,在分析了不同$\alpha$的化疗药物对肿瘤细胞的影响后,表明$\alpha$ = 0.9足以降低肿瘤细胞的动力学。这项工作的主要和重要部分是提出化疗药物的使用减少了肿瘤细胞的数量。这项工作的重要性在于,除了免疫系统,化疗药物在破坏肿瘤细胞方面也起着重要作用。Hyers Ulam稳定性有一个重要的应用,当分析Hyers Ulam稳定系统时,不需要找到确切的解决方案。因此,利用Hyers-Ulam稳定性和Hyers-Ulam- rassias稳定性给出了该肿瘤模型在Caputo分数阶下的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Population Dynamics on Fractional Tumor System Using Laplace Transform and Stability Analysis
Modeling is an effective way of using mathematical concepts and tools to represent natural systems and phenomena. Fractional calculus is an essential part of modeling a biological system. Recently, many researchers have been interested in modeling real-time problems mathematically and analyzing them. In this paper, the tumor system under fractional order is considered, and it comprises normal cells, tumor cells and effector-immune cells. By taking chemotherapy drugs into account, the toxicity of the drug and concentration of the drug is also studied in the model. The main objective of this work is to establish the solution for the model using Laplace transform and analyze the stability of the model. Laplace transform, a simple and efficient method, is used in solving the system that proves the existence and uniqueness of the solution. The boundedness of the system is also verified using the Lipschitz condition. Further, the system is solved for numerical values, and the population dynamics of cells are provided for different values of $\alpha$ as a graphical representation. Also, after analyzing the effect of chemotherapy drugs on tumor cells for different $\alpha$'s, which signifies that $\alpha$ = 0.9 provides a sufficient decrease in the dynamics of tumor cells. The main and significant part of this work is presenting that the usage of chemotherapy drugs reduces the number of tumor cells. The importance of the work is that apart from the immune system, chemotherapy drugs play a significant role in destroying tumor cells. The Hyers Ulam stability has a significant application that one need not find the exact solution to when analyzing a Hyers Ulam stable system. Thus, the stability of this tumor model under Caputo fractional order is presented using Hyers-Ulam stability and Hyers-Ulam-Rassias stability.
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