七阶Korteweg-de Vries方程数值解的无网格方法

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引用次数: 1

摘要

本文描述了求解七阶非线性一维非平稳Korteweg-de Vries方程的一种无网格方法。无网格方案是基于配置法和径向基函数的使用。该方法采用径向基函数逼近求解,并采用配点法计算未知系数。无网格方法使用了以下径向基函数:高斯、反二次、多重、逆多重和吴紧支持径向基函数。采用θ-格式得到了非线性一维非平稳Korteweg-de Vries方程的时间离散化。该方法不需要在边值问题的域内构造插值网格,与有限差分法和有限元法等传统数值方法相比,具有一定的优势。在这种无网格格式中,边值问题的域是一组均匀或任意分布的节点,基本函数“绑定”在这些节点上。本文给出了用这种无网格方法求解两个基准问题的数值结果。得到了基准问题的解析解和数值解的图形。从平均相对误差、平均绝对误差和最大误差三个方面评价了该方法的精度。数值实验表明,该方法求解七阶非线性一维非平稳Korteweg-de Vries方程具有较高的精度和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A meshless method for the numerical solution of the seventh-order Korteweg-de Vries equation
This article describes a meshless method for the numerical solution of the seventh-order nonlinear one-dimensional non-stationary Korteweg-de Vries equation. The meshless scheme is based on the use of the collocation method and radial basis functions. In this approach, the solution is approximated by radial basis functions, and the collocation method is used to compute the unknown coefficients. The meshless method uses the following radial basis functions: Gaussian, inverse quadratic, multiquadric, inverse multiquadric and Wu’s compactly supported radial basis function. Time discretization of the nonlinear one-dimensional non-stationary Korteweg-de Vries equation is obtained using the θ-scheme. This meshless method has an advantage over traditional numerical methods, such as the finite difference method and the finite element method, because it doesn’t require constructing an interpolation grid inside the domain of the boundary-value problem. In this meshless scheme the domain of a boundary-value problem is a set of uniformly or arbitrarily distributed nodes to which the basic functions are “tied”. The paper presents the results of the numerical solutions of two benchmark problems which were obtained using this meshless approach. The graphs of the analytical and numerical solutions for benchmark problems were obtained. Accuracy of the method is assessed in terms of the average relative error, the average absolute error, and the maximum error. Numerical experiments demonstrate high accuracy and robustness of the method for solving the seventh-order nonlinear one-dimensional non-stationary Korteweg-de Vries equation.
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