Application of Local Integrated Radial Basis Function Method for Solving System of Fredholm Integro-Differential Equations

IF 1.4 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES Iranian Journal of Science and Technology, Transactions A: Science Pub Date : 2024-06-05 DOI:10.1007/s40995-024-01654-4
Yadollah Ordokhani, Ali Ebrahimijahan
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Abstract

This paper thoroughly examines the Local Integrated Radial Basis Function (LIRBF) method’s performance in addressing linear systems and first- to higher-order Fredholm integro-differential problems. Utilizing a meshless approach with Gauss–Lobatto quadrature points for spatial discretization, we rigorously assess the method’s accuracy and efficiency across various numerical problems from the existing literature. Evaluation criteria, including maximum absolute errors and rates of convergence, validate the method’s effectiveness. To gauge the proposed LIRBF method’s efficacy, we benchmark it against well-established numerical techniques like Multi-Scale-Galerkin’s, Alpert Multiwavelets, Legendre multi-wavelets collocation, Legendre–Galerkin, Legendre polynomial approximation, and variational iteration methods. A comparative analysis based on criterion norms assesses the numerical results obtained by each method. The findings reveal that the proposed method demonstrates a significant reduction in sensitivity to the shape parameter compared to the RBF method. This observation establishes the robustness and stability of the proposed method, highlighting its ability to maintain accuracy and efficiency across diverse conditions. Results from numerical experiments and comparisons with other established techniques affirm the efficiency and accuracy of the LIRBF method in solving Fredholm integro-differential problems. The outcomes demonstrate promising performance, emphasizing the LIRBF method’s potential as a compelling alternative for addressing similar problems with high precision and computational efficiency.

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应用局部积分径向基函数法求解弗雷德霍姆积分微分方程系
本文深入研究了局部集成径向基函数(LIRBF)方法在解决线性系统和一阶至高阶弗里德霍尔积分微分问题中的性能。利用无网格方法和高斯-洛巴托正交点进行空间离散化,我们对现有文献中各种数值问题的精度和效率进行了严格评估。包括最大绝对误差和收敛率在内的评估标准验证了该方法的有效性。为了评估所提出的 LIRBF 方法的有效性,我们将其与成熟的数值技术(如多矢量-Galerkin's、Alpert 多小波、Legendre 多小波配准、Legendre-Galerkin、Legendre 多项式逼近和变分迭代法)进行了基准比较。基于标准规范的比较分析评估了每种方法获得的数值结果。研究结果表明,与 RBF 方法相比,建议的方法显著降低了对形状参数的敏感性。这一观察结果证明了所提方法的鲁棒性和稳定性,突出了其在各种条件下保持精度和效率的能力。数值实验结果以及与其他成熟技术的比较证实了 LIRBF 方法在解决弗里德霍尔积分微分问题时的效率和准确性。这些结果表明,LIRBF 方法具有良好的性能,强调了它作为一种引人注目的替代方法,以高精度和计算效率解决类似问题的潜力。
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来源期刊
CiteScore
4.00
自引率
5.90%
发文量
122
审稿时长
>12 weeks
期刊介绍: The aim of this journal is to foster the growth of scientific research among Iranian scientists and to provide a medium which brings the fruits of their research to the attention of the world’s scientific community. The journal publishes original research findings – which may be theoretical, experimental or both - reviews, techniques, and comments spanning all subjects in the field of basic sciences, including Physics, Chemistry, Mathematics, Statistics, Biology and Earth Sciences
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