Rigorous Quantitative Analysis of Multigrid, I. Constant Coefficients Two-Level Cycle with $L_2 $-Norm

多重网格法 数学 偏微分方程 离散化 分段 应用数学 规范(哲学) 常系数 趋同(经济学) 椭圆偏微分方程 常量(计算机编程) 数学分析 计算机科学 经济 经济增长 程序设计语言 法学 政治学
作者
Achi Brandt
出处
期刊:SIAM Journal on Numerical Analysis [Society for Industrial and Applied Mathematics]
卷期号:31 (6): 1695-1730 被引量:143
标识
DOI:10.1137/0731087
摘要

Exact numerical convergence factors for any multigrid cycle can be predicted by local mode (Fourier) analysis. For general linear elliptic partial differential equation (PDE) systems with piecewise smooth coefficients in general domains discretized by uniform grids, it is proved that, in the limit of small meshsizes, these predicted factors are indeed obtained, provided the cycle is supplemented with a proper processing at and near the boundaries. That processing, it is proved, costs negligible extra computer work. Apart from mode analysis, a coarse grid approximation (CGA) condition is introduced which is both necessary and sufficient for the multigrid algorithm to work properly. The present part studies the $L_2 $ convergence in one cycle for equations with constant coefficients. In the sequel [Brandt, Rigorous quantitative analysis of multigrid, II: Extensions and practical implications, manuscript] extensions are discussed to many cycles (asymptotic convergence), to more levels with arbitrary cycle types (V, W, etc.), and to full multigrid (FMG) algorithms. Various error norms and their relations to the orders of the intergrid transfer operators are analyzed. Global mode analysis, required to supplement the local analysis in various border cases, is developed and partial relaxation sweeps are systematically introduced into both analysis and practice.

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