用于反应扩散系统计算研究的非多项式样条法

Mehboob Ul Haq, Sirajul Haq
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摘要

这项研究利用非多项式样条来求解反应扩散方程(RDS)系统,是一种高效的新型数值技术。这些方程系统出现在一些特殊生物和化学反应的模式形成过程中。不同类型的 RDS 有螺旋、六边形、条纹和耗散孤子等形式。在反应扩散系统中,化学浓度可以像波浪一样传播,可以看到类似波浪的行为。本研究的目的是为上述模型的求解开发一种稳定、高精度和收敛性的方案。本文提出的方法在时间离散化方面采用了正向差分法,而在空间离散化方面则采用了立方非多项式样条曲线,以获得所考虑系统的近似解。此外,本文还通过 Von-Neumann 准则讨论了该方案的稳定性。在理论收敛测试中,该方案达到了不同的收敛阶数。所建议的方法在布鲁塞尔器、施纳肯伯格、等温线和线性模型等各种知名模型上进行了性能测试。针对不同的时间和空间步长,以相对误差(ER)和 L∞ 准则检验了该方案的准确性和效率。对新获得的结果进行了分析,并与文献中的结果进行了比较。
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Non-Polynomial Spline Method for Computational study of ReactionDiffusion System
This work addresses an efficient and new numerical technique utilizing non-polynomial splines to solve system of reaction diffusion equations (RDS). These system of equations arise in pattern formation of some special biological and chemical reactions. Different types of RDS are in the form of spirals, hexagons, stripes, and dissipative solitons. Chemical concentrations can travel as waves in reaction-diffusion systems, where wave like behaviour can be seen. The purpose of this research is to develop a stable, highly accurate and convergent scheme for the solution of aforementioned model. The method proposed in this paper utilizes forward difference for time discretization whereas for spatial discretization cubic non-polynomial spline is used to get approximate solution of the system under consideration. Furthermore, stability of the scheme is discussed via Von-Neumann criteria. Different orders of convergence is achieved for the scheme during a theoretical convergence test. Suggested method is tested for performance on various well known models such as, Brusselator, Schnakenberg, isothermal as well as linear models. Accuracy and efficiency of the scheme is checked in terms of relative error (ER) and L∞ norms for different time and space step sizes. The newly obtained results are analyzed and compared with those available in literature.
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