布鲁塞尔化学模型的修正赫米特小波离散矩阵法

IF 2.9 4区 工程技术 Q1 MULTIDISCIPLINARY SCIENCES Advanced Theory and Simulations Pub Date : 2024-10-16 DOI:10.1002/adts.202400903
Yeshwanth R., Kumbinarasaiah S
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引用次数: 0

摘要

本研究的主要目标是创建一种小波配位技术,用于求解非线性分数阶常微分方程系统,这些方程出现在与自催化化学反应相关的建模问题中。利用 Hermite 小波配位法(HWCM),可以对整数阶和分数阶非线性常微分方程系统进行数值求解。利用配位法和分数导数运算矩阵将非线性布鲁塞尔方程系统转化为代数方程系统。使用牛顿-拉夫逊法求解这些代数方程,并代入得出的未知系数的近似值。通过数值示例,说明了该方法在各种模型约束条件下的计算有效性和正确性。还对当前的 ND 求解器、RK 方法和哈小波方法(HWM)进行了数值比较。图表显示了所开发策略的效率和可靠性。与文献中的现有方法相比,所创建的 Hermite 小波配准法具有良好的弹性和准确性。数值计算通过数学软件 Mathematica 进行。
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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Modified Hermite Wavelet Discrete Matrix Approach for the Brusselator Chemical Model

The primary goal of this study is to create a wavelet collocation technique that can be used to solve nonlinear fractional order systems of ordinary differential equations, which are equations that arise in modeling problems related to auto-catalytic chemical reactions. Using the Hermite wavelet collocation method (HWCM), the system of nonlinear ordinary differential equations of integer and fractional order is numerically solved. The nonlinear Brusselator system is transformed into an algebraic equation system using the collocation method and the fractional derivative operational matrices. The Newton-Raphson method is used to solve these algebraic equations, and the approximate values of the derived unknown coefficients are substituted. Through the numerical examples, the method's computational effectiveness and correctness are illustrated with various model constraints. A numerical comparison is made between the current approach ND solver, RK method, and Haar wavelet method (HWM). The efficiency and reliability of the developed strategy's performance are shown in graphs and tables. The created Hermite wavelet collocation method is resilient and has good accuracy compared to current methods found in the literature. Numerical computations are performed through Mathematica, a mathematical software.

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来源期刊
Advanced Theory and Simulations
Advanced Theory and Simulations Multidisciplinary-Multidisciplinary
CiteScore
5.50
自引率
3.00%
发文量
221
期刊介绍: Advanced Theory and Simulations is an interdisciplinary, international, English-language journal that publishes high-quality scientific results focusing on the development and application of theoretical methods, modeling and simulation approaches in all natural science and medicine areas, including: materials, chemistry, condensed matter physics engineering, energy life science, biology, medicine atmospheric/environmental science, climate science planetary science, astronomy, cosmology method development, numerical methods, statistics
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