A Modified RBF Collocation Method for Solving the Convection-Diffusion Problems

Q3 Mathematics
N. Chuathong
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引用次数: 1

Abstract

The main purposes of this study are to propose the modified radial basis function (RBF) collocation method using a hybrid radial basis function to solve the convection-diffusion problems numerically and to choose the optimal shape parameter of radial basis functions. The modified numerical scheme is tested on a benchmark problem with varying shape parameters. The root mean square error and maximum error are used to validate the accuracy and efficiency of the method. The proposed method can be a good alternative to the radial basis function collocation method to improve accuracy and results.
求解对流扩散问题的改进RBF配置法
本研究的主要目的是提出一种基于混合径向基函数的修正径向基函数(RBF)配置方法,对对流扩散问题进行数值求解,并选择径向基函数的最优形状参数。在一个具有不同形状参数的基准问题上对改进的数值格式进行了测试。用均方根误差和最大误差验证了该方法的准确性和有效性。该方法可以很好地替代径向基函数配置法,提高精度和结果。
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
36
审稿时长
3.5 months
期刊介绍: Abstract and Applied Analysis is a mathematical journal devoted exclusively to the publication of high-quality research papers in the fields of abstract and applied analysis. Emphasis is placed on important developments in classical analysis, linear and nonlinear functional analysis, ordinary and partial differential equations, optimization theory, and control theory. Abstract and Applied Analysis supports the publication of original material involving the complete solution of significant problems in the above disciplines. Abstract and Applied Analysis also encourages the publication of timely and thorough survey articles on current trends in the theory and applications of analysis.
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