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Introduction to Scientific Computing II Multigrid Dr. Miriam Mehl
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Multigrid – Algorithm iterate (GS) on the fine grid restrict residual to the coarse grid solve coarse grid equation for the error interpolate error to the fine grid correct fine grid solution
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Multigrid fine grid reduce high frequencies error after beforesmoothing
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Multigrid switch to coarse grid restrict residual residual before restriction after
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Multigrid solve coarse grid equation recursive call of multigrid coarse grid solution
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Multigrid solve coarse grid equation recursive call of multigrid fine grid error coarse grid solution
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Multigrid fine grid error interpolated coarse grid solution switch to fine grid – interpolate coarse grid solution
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Multigrid switch to fine grid apply coarse grid correction fine grid error before correction after correction
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Multigrid fine grid eliminate new high frequencies fine grid error before smoothing after smoothing
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Multigrid – Degrees of Freedom smoother relation step sizes coarse – fine grid transfer operators – restriction – interpolation processing order of grid levels
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Multigrid – Cycles V-cycle: one recursive call W-cycle: two recursive calls F-cycle: V-cycle on each level
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Multigrid – Convergence two grid analysis h-independent convergence – for ‚good‘ components
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Two Grid – Multigrid Example: 2D Poisson 5-point-stencil htwo-grid analysisV-cycle 1/320.042 1/640.0420.044 1/1280.0420.044 1/2560.0420.043 1/5120.0420.043 1/10240.042 1/20480.042
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