Analyzing the double-chain deoxyribonucleic acid model: bifurcation, chaos, and sensitivity insights through advanced analytical techniques.

IF 1.3 4区 生物学 Q3 BIOLOGY
Sadique Rehman, Aamir Farooq, H W A Riaz, Kamran Ullah Khan, Majid Hussain Shah, Muhammad Ramzan
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引用次数: 0

Abstract

This study advances the understanding of genetic transmission by exploring the dynamic behavior of double-chain deoxyribonucleic acid (DNA) through a newly established dynamic model using the Galilean transformation. Using planar dynamical systems theory, we apply bifurcation techniques to reveal the model's sensitivity to initial conditions and assess its stability, supported by numerical simulations via the Runge-Kutta method. To explore chaotic dynamics, we introduce perturbations and perform a detailed analysis using two-phase portraiture, two-dimensional phase diagrams, and Lyapunov exponents. Furthermore, we derive novel soliton solutions using the improved generalized Riccati method and the double expansion technique. Graphical results generated in MATLAB illustrate key features such as bifurcation points, conditions for chaos, and the influence of perturbations, providing deeper insights into DNA dynamics. Overall, this research enhances theoretical understanding while bridging applied mathematics and experimental biology, offering valuable perspectives on the complex behavior of DNA.

分析双链脱氧核糖核酸模型:分岔,混沌,通过先进的分析技术的敏感性见解。
本研究利用伽利略变换新建立的动态模型,探索了双链脱氧核糖核酸(DNA)的动态行为,促进了对遗传传递的认识。利用平面动力系统理论,我们运用分岔技术揭示了模型对初始条件的敏感性,并通过龙格-库塔方法的数值模拟来评估其稳定性。为了探索混沌动力学,我们引入了扰动,并使用两相肖像、二维相图和李亚普诺夫指数进行了详细的分析。在此基础上,利用改进的广义Riccati方法和双展开技术,得到了新的孤子解。在MATLAB中生成的图形结果说明了关键特征,如分岔点,混沌条件和扰动的影响,提供了对DNA动力学的更深入的了解。总的来说,这项研究增强了理论理解,同时连接了应用数学和实验生物学,为DNA的复杂行为提供了有价值的观点。
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
Theory in Biosciences
Theory in Biosciences 生物-生物学
CiteScore
2.70
自引率
9.10%
发文量
21
审稿时长
3 months
期刊介绍: Theory in Biosciences focuses on new concepts in theoretical biology. It also includes analytical and modelling approaches as well as philosophical and historical issues. Central topics are: Artificial Life; Bioinformatics with a focus on novel methods, phenomena, and interpretations; Bioinspired Modeling; Complexity, Robustness, and Resilience; Embodied Cognition; Evolutionary Biology; Evo-Devo; Game Theoretic Modeling; Genetics; History of Biology; Language Evolution; Mathematical Biology; Origin of Life; Philosophy of Biology; Population Biology; Systems Biology; Theoretical Ecology; Theoretical Molecular Biology; Theoretical Neuroscience & Cognition.
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