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Introduction to Scientific Computing II Multigrid Dr. Miriam Mehl.

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Presentation on theme: "Introduction to Scientific Computing II Multigrid Dr. Miriam Mehl."— Presentation transcript:

1 Introduction to Scientific Computing II Multigrid Dr. Miriam Mehl

2 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

3 Multigrid fine grid  reduce high frequencies error after beforesmoothing

4 Multigrid switch to coarse grid  restrict residual residual before restriction after

5 Multigrid solve coarse grid equation  recursive call of multigrid coarse grid solution

6 Multigrid solve coarse grid equation  recursive call of multigrid fine grid error coarse grid solution

7 Multigrid fine grid error interpolated coarse grid solution switch to fine grid – interpolate coarse grid solution

8 Multigrid switch to fine grid  apply coarse grid correction fine grid error before correction after correction

9 Multigrid fine grid  eliminate new high frequencies fine grid error before smoothing after smoothing

10 Multigrid – Degrees of Freedom smoother relation step sizes coarse – fine grid transfer operators – restriction – interpolation processing order of grid levels

11 Multigrid – Cycles V-cycle: one recursive call W-cycle: two recursive calls F-cycle: V-cycle on each level

12 Multigrid – Convergence two grid analysis h-independent convergence – for ‚good‘ components

13 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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