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Alternating oblique projections for coupled linear systems

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Abstract

In this work we propose the use of alternating oblique projections (AOP) for the solution of the saddle points systems resulting from the discretization of domain decomposition problems. These systems are called coupled linear systems. The AOP method is a descent method in which the descent direction is defined by using alternating oblique projections onto the search subspaces. We prove that this method is a preconditioned simple gradient (Uzawa) method with a particular preconditioner. Finally, a preconditioned conjugate gradient based version of AOP is proposed.

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References

  1. H. Bauschke and J. Borwein, On the convergence of Von Neumann’s alternating projection algorithm for two sets, Set Value Anal. 1 (1993) 185–212.

    Google Scholar 

  2. M. Benzi, M.J. Gander and G.H. Golub, Optimization of the Hermitian and skew-Hermitian splitting iteration for saddle point problems, BIT Numer. Math. (2003) acepted.

  3. M. Benzi and G. Golub, An iterative method for generalized saddle point problems, SIAM J. Matrix Anal. Appl. (2002) submitted.

  4. J. Bramble, J. Pasciak and A. Vassilev, Analysis of the inexact Uzawa algorithm for saddle point problems, SIAM J. Numer. Anal. 34(3) (2000) 1072–1092.

    Google Scholar 

  5. J. Bramble, J. Pasciak and A. Vassilev, Uzawa type algorithm for saddle point problems, Math. Comp. 69(230) (2000) 667–689.

    Google Scholar 

  6. C. Brezinski, Multiparameter descent methods, http://ano.univ-lille1.fr/.

  7. F. Deutsh, The method of alternating orthogonal projections, in: Approximation Theory, Splines Functions and Applications (1992) pp. 105–121.

  8. R. Escalante and M. Raydan, Alternating projections methods: Theory and applications, in preparation.

  9. V. Girault and P. Raviart, Finite Element Method for Navier–Stokes Equations. Theory and Algorithms (Springer, Berlin, 1986).

    Google Scholar 

  10. L.M. Hernández, Precondicionamiento de grandes sistemas lineales acoplados para descomposición de dominios, Trabajo Especial de Grado de Magister Scientarum en Computación, Universidad Central de Venezuela, Caracas (1999).

  11. L.M. Hernández, Un opérateur de projection pour les systèmes linéaires couplés, Thèse du diplôme d’Etudes Doctorales de l’Université “Pierre et Marie Curie”, Paris (2000).

  12. P. Joly, Analyse Numérique Matricielle. Cours 2001/2002 (Laboratoire d’Analyse Numérique Paris 6, Paris, 2001).

    Google Scholar 

  13. X. Juvigny, Résolution de grands systèmes linéaires sur des machines massivement parallèles, Thèse de doctorat de l’Université “Pierre et Marie Curie”, Paris (1997).

  14. Y. Saad, Iterative Methods for Sparse Linear Systems (PSW, 1996).

  15. Y. Saad, Further analysis of minimum residual iterations, Numer. Linear Algebra Appl. 7(2) (2000) 67–93.

    Google Scholar 

  16. Y. Saad and H. Van der Vorst, Iterative solution of linear systems in the 20th century, Numerical Analysis 2000, Vol. III, Linear Algebra, J. Comput. Appl. Math. 12(1/2) (2000) 1–33.

    Google Scholar 

  17. V. Simoncini and M. Benzi, Spectral properties of the Hermitian and skew Hermitian splitting preconditioner for saddle point problems, SIAM J. Matrix Anal. Appl. (2003) to appear.

  18. J. Xu and L. Zikatanov, The method of alternating projections and the method of subspace corrections in Hilbert space, Report No. AM223, Penn State, Department of Mathematics (2000).

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Correspondence to Luis Manuel Hernández-Ramos.

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Communicated by G. Meurant

AMS subject classification

65F10, 65N22, 65Y05

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Hernández-Ramos, L.M. Alternating oblique projections for coupled linear systems. Numer Algor 38, 285–303 (2005). https://doi.org/10.1007/s11075-004-5882-0

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  • DOI: https://doi.org/10.1007/s11075-004-5882-0

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