基于Gauss-Seidel的有限元方程迭代快速求解新方法

IF 1.1 Q3 ENGINEERING, CIVIL
B. A. Haleem, I. E. El Aghoury, B. Tork, H. El-Arabaty
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引用次数: 0

摘要

求解大型方程组是有限元建模中最耗时的部分,迭代技术适用于具有多个自由度的模型,而直接技术对存储要求高。经典迭代技术如高斯-塞德尔(GS)由于保证收敛性和算法简单而具有鲁棒性。迭代技术的性能主要取决于系统规模和刚度矩阵的特性,而这些特性又受结构构型的影响。然而,有可能调整迭代算法,使其速度对某类结构构型大大提高。为了提高求解典型多层结构的速度,本文提出了一种调整后的高斯-赛德尔(Constrained Gauss-Seidel, CGS)求解器。CGS的创新之处在于采用了横膈膜松弛机制,将方程分为两组,以最优地处理不同的未知类型。本文阐述了新开发的CGS方法的概念和算法。然后,通过16个实际算例,比较了CGS算法与其他迭代方法(GS和Modified Gauss-Seidel (MGS, MGS*))的求解速度。CGS的收敛速度分别是GS、MGS和MGS*的33倍、3.7倍和2倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new fast method for solving finite element equations iteratively based on Gauss-Seidel
Solving large equations systems is the most consuming part of finite element modeling – iterative techniques are favored for models with numerous degrees of freedom where direct techniques have high storage requirements. Classical iterative techniques such as Gauss-Seidel (GS) are robust due to guaranteed convergence and algorithmic simplicity. Performance of iterative techniques chiefly depends on system scale and stiffness matrix properties – which are influenced by structural configuration. However, it is possible to adjust an iterative algorithm such that its speed is greatly enhanced for a certain class of structural configurations. This paper presents an adjusted GS solver, the “Constrained Gauss-Seidel” (CGS), which has been formulated to solve typical multi-story structures with enhanced speed. The innovation in CGS comes from the adoption of a diaphragmatic relaxation mechanism which results in dividing the equations into two groups to optimally deal with the different unknown types. In this paper, the concept and algorithm of the newly developed CGS method are elucidated. Then, 16 practical examples are solved to assess the solving speed of CGS against other iterative methods – GS and Modified Gauss-Seidel (MGS, MGS*). The convergence speed of CGS reached 33 times, 3.7 times, and 2 times those of GS, MGS, and MGS* respectively.
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来源期刊
CiteScore
2.60
自引率
0.00%
发文量
8
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