Exploring the dynamics of multiplicative noise on the fractional stochastic Fokas-Lenells equation

Q1 Mathematics
Ali R. Ansari , Adil Jhangeer , Beenish , Mudassar Imran , Abdallah M. Talafha
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引用次数: 0

Abstract

In this study, the fractional-stochastic Fokas-Lenells equation is considered in the Stratonovich framework. The new extended direct algebraic method is applied to construct various types of fractional solutions, including trigonometric, complex, hyperbolic, and exponential forms. Given the equation’s broad applications in telecommunication systems, complex system theory, quantum field theory, and quantum mechanics, the derived solutions have potential to model a variety of significant physical phenomena. To further illustrate the influence of multiplicative noise and fractional derivatives, multiple 3D plots are presented, highlighting their impact on the analytical behavior of the system. Secondly , by applying a Galilean transformation, the model is reformulated into a planar dynamical system, allowing for in-depth qualitative analysis. The sensitivity analysis of the model is performed, along with an examination of quasi-periodic patterns emerging from perturbations. The simulation results reveal that adjusting the amplitude and frequency parameters significantly alters the dynamic behavior of the system. The quasi-periodic behavior is further analyzed through time analysis, multi-stability, and Lyapunov exponents. Our results highlight the impact of the method on system dynamics and demonstrate its effectiveness in studying solitons and phase behavior in nonlinear models. These findings offer new insights into how the proposed approach can induce significant changes in system dynamics, emphasizing its utility in the analysis of soliton solutions and phase visualizations in various nonlinear models. By generating state-dependent oscillations, multiplicative noise has a substantial impact on the dynamics of the system. These fluctuations can either improve or decrease stability and result in complicated behaviors. The completion of stochastic systems affected by internal or external noise sources requires an understanding of this interaction.
探讨分数阶随机Fokas-Lenells方程的乘性噪声动力学
在本研究中,分数-随机Fokas-Lenells方程在Stratonovich框架中被考虑。新的扩展直接代数方法被应用于构造各种类型的分数解,包括三角解、复解、双曲解和指数解。鉴于该方程在电信系统、复杂系统理论、量子场论和量子力学中的广泛应用,推导出的解有可能模拟各种重要的物理现象。为了进一步说明乘法噪声和分数阶导数的影响,给出了多个3D图,突出了它们对系统分析行为的影响。其次,通过应用伽利略变换,将模型重新表述为平面动力系统,允许深入的定性分析。对模型进行了灵敏度分析,并对扰动产生的准周期模式进行了检查。仿真结果表明,调整幅值和频率参数可以显著改变系统的动态特性。通过时间分析、多稳定性和李雅普诺夫指数进一步分析了其准周期行为。我们的研究结果突出了该方法对系统动力学的影响,并证明了它在研究非线性模型中的孤子和相位行为方面的有效性。这些发现为所提出的方法如何引起系统动力学的重大变化提供了新的见解,强调了其在各种非线性模型中孤子解分析和相位可视化中的实用性。通过产生状态相关的振荡,乘性噪声对系统的动力学有实质性的影响。这些波动可以提高或降低稳定性,并导致复杂的行为。完成受内部或外部噪声源影响的随机系统需要理解这种相互作用。
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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