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Multigrid with ILU-smoothing: systematic tests and improvements

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Robust Multi-Grid Methods

Part of the book series: Notes on Numerical Fluid Mechanics ((NNFM,volume 23))

Summary

Robustness is an important requirement for multigrid methods. In Standard multigrid methods, the smoothing process is usually the most crucial component. In particular, the robustness of a multigrid method and that of the underlying smoother are closely related. ILU is generally considered to provide a particularly robust smoothing process. Although often more robust than Standard relaxation methods, ILU is not really robust in a strict sense. This can be seen by applying a corresponding multigrid method to certain “limit cases” of typical model problems.

Two possibilities are presented which substantially improve the robustness of multi-grid methods with ILU-smoothing. One is based on a modification of the ILU-decompo-sition, while the other uses alternating ILU-smoothing. A smoothing process which turns out to be robust for all kinds of anisotropic model problems is obtained by combining both techniques: the alternating modified ILU-smoothing.

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References

  1. Brandt, A.: Multigrid Techniques: 1984 guide with applications to fluid dynamics. GMD-Studien Nr. 85. Gesellschaft für Mathematik und Datenverarbeitung, St. Augustin, 1984.

    MATH  Google Scholar 

  2. Hackbusch, W.; Trottenberg, U. (eds.): Multigrid methods. Proceedings of the Conference held at Köln-Porz, November 23–27, 1981. Lect. Notes in Mathematics 960. Springer Verlag, Berlin, 1982.

    MATH  Google Scholar 

  3. Hemker, P.W.: The incomplete LU-decornposition as a relaxation method in multigrid algorithms. In: Miller, J.J.H. (ed.), Boundary and interior layers -computational and asymptotic methods, Proceedings BAIL II Conference. Boole Press, Dublin, 1980, pp. 306–311.

    Google Scholar 

  4. Hemker, P.W.: On the comparison of line-Gauss-Seidel and ILU relaxation in multigrid algorithms. In: Miller, J.J.H. (ed.), Computational and asymptotic methods for boundary and interior layers. Boole Press, Dublin, 1982, pp. 269–277.

    Google Scholar 

  5. Hemker, P.W.: Multigrid methods for problerns with a small parameter in the high-est derivative. In: Watson, G.A. (ed.), Numerical analysis, Proceedings, Dundee 1983. Lect. Notes in Math. 1066, Springer Verlag, Berlin, 1984, pp. 106–121

    Google Scholar 

  6. Hemker, P.W.; Kettler, R.; Wesseling, P.; de Zeeuw, P.M.: Multigrid methods: development of fast solvers. In: McCormick, S.F., Trottenberg, U. (eds.), Proceedings of the International Multigrid Conference, April 6–8, 1983, Copper Mountain, CO, Appl. Math. Comp. 13, North Holland, 1983, pp. 311–326.

    Google Scholar 

  7. Jennings, A.; Malik, G.M.: Partial elimination. J. Inst. Math. Appl. 20, 1977, pp. 307–316.

    Article  MathSciNet  MATH  Google Scholar 

  8. Kettler, R.: Analysis and comparison of relaxation schemes in robust multigrid and preconditioned conjugate gradient methods. In [2], pp. 502–534.

    Google Scholar 

  9. Meijerink, J.A.; van der Vorst, H.A.: An iterative Solution method for linear Systems of which the coefficient matrix is a Symmetric M-Matrix. Math. Comp. 31, 1977, pp. 148–162.

    MathSciNet  MATH  Google Scholar 

  10. Oertel, K.-D.: Praktische und theoretische Untersuchungen zur ILU-Glättung bei Mehrgitterverfahren. Diplomarbeit, Institut für angewandte Mathematik, Universität Bonn, to appear.

    Google Scholar 

  11. Stüben, K.; Trottenberg U.: Multigrid methods: Fundamental algorithms, model problem analysis and applications. In [2], pp. 1–176.

    Google Scholar 

  12. Thole, CA.: Beiträge zur Fourieranalyse von Mehrgittermethoden: V-Cycle, ILU-Glättung, anisotrope Operatoren. Diplomarbeit, Institut für angewandte Mathematik, Universität Bonn, 1983.

    Google Scholar 

  13. Wesseling, P.: Theoretical and practical aspects of a multigrid method. SIAM J. Sei. Stat. Comp 3, 1982, pp. 387–407.

    Article  MathSciNet  MATH  Google Scholar 

  14. Wesseling, P.: A robust and efficient multigrid method. In [2], pp. 614–630.

    Google Scholar 

  15. Wesseling, P.; Sonneveld, P.: Numerical experiments with a multiple grid and a preconditioned Lanczos type method. In: Rautmann, R. (ed.), Approximation methods for Navier-Stokes problerns. Proceedings of the IUTAM-Symposium, Paderborn 1979. Lect. Notes in Math. 771, Springer Verlag, Berlin, 1980, pp. 543–562.

    Chapter  Google Scholar 

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Wolfgang Hackbusch

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© 1989 Friedr. Vieweg & Sohn Verlagsgesellschaft mbH, Braunschweig

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Oertel, KD., Stüben, K. (1989). Multigrid with ILU-smoothing: systematic tests and improvements. In: Hackbusch, W. (eds) Robust Multi-Grid Methods. Notes on Numerical Fluid Mechanics, vol 23. Vieweg+Teubner Verlag, Wiesbaden. https://doi.org/10.1007/978-3-322-86200-6_17

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  • DOI: https://doi.org/10.1007/978-3-322-86200-6_17

  • Publisher Name: Vieweg+Teubner Verlag, Wiesbaden

  • Print ISBN: 978-3-528-08097-6

  • Online ISBN: 978-3-322-86200-6

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