Paper
28 February 2007 The effect of intergrid operators on multigrid convergence
Pablo Navarrete, Edward J. Coyle
Author Affiliations +
Proceedings Volume 6498, Computational Imaging V; 649811 (2007) https://doi.org/10.1117/12.714565
Event: Electronic Imaging 2007, 2007, San Jose, CA, United States
Abstract
We study the effect of interpolation and restriction operators on the convergence of multigrid algorithms for solving linear PDEs. Using a modal analysis of a subclass of these systems, we determine how two groups of the modal components of the error are filtered and mixed at each step in the algorithm. We then show that the convergence rate of the algorithm depends on both the properties of the interpolation and restriction operators and the characteristics of the system. The analysis opens the problem of optimization of these operators. By different choices of operators we show a trade-off between the optimization of the convergence rate and the optimization of the number of computations required per iteration.
© (2007) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Pablo Navarrete and Edward J. Coyle "The effect of intergrid operators on multigrid convergence", Proc. SPIE 6498, Computational Imaging V, 649811 (28 February 2007); https://doi.org/10.1117/12.714565
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KEYWORDS
Filtering (signal processing)

Iterative methods

Matrices

Sensor networks

Linear filtering

Optimization (mathematics)

Smoothing

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