In this paper, we show that the additive Schwarz method proposed in [3] to solve one-obstacle problems converges in a much more general framework. We prove that this method can be applied to the minimization of functionals over a general enough convex set in a reflexive Banach space. In the Sobolev spaces, the proposed method is an additive Schwarz method for the solution of the variational inequalities coming from the minimization of non-quadratic functionals. Also, we show that the one-, two-level variants of the method in the finite element space converge, and we explicitly write the constants in the error estimations depending on the overlapping and mesh parameters.
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References
L. Badea. Convergence rate of a multiplicative Schwarz method for strongly nonlinear inequalities. In Analysis and Optimization of Differential Systems (also available from http://www.imar.ro/lbadea), pages 31–42. Kluwer Academic Publishers, Boston, 2003.
L. Badea. Convergence rate of a Schwarz multilevel method for the constrained minimization of nonquadratic functionals. SIAM J. Numer. Anal., 44(2):449–477, 2006.
L. Badea and J. Wang. An additive Schwarz method for variational inequalities. Math. Comp., 69(232):1341–1354, 1999.
I. Ekeland and R. Temam. Analyse Convexe et Problèmes Variationnels. Dunod, Paris, 1974.
R. Glowinski, G. H. Golub, G. A. Meurant, and J. Périeux (Eds.). First Int. Symp. on Domain Decomposition Methods. SIAM, Philadelphia, 1988.
R. Glowinski, J. L. Lions, and R. Trémolières. Analyse Numérique des Inéquations Variationnelles. Dunod, Paris, 1976.
R. Kornhuber. Adaptive Monotone Multigrid Methods for Nonlinear Variational Problems. Teubner-Verlag, Stuttgart, 1997.
J. L. Lions. Quelques Méthodes de Résolution des Problèmes aux Limites non Linéaires. Dunod, Paris, 1969.
J. Mandel. A multilevel iterative method for symmetric, positive definite linear complementary problems. Appl. Math. Optimization, 11:77–95, 1984.
A. Quarteroni and A. Valli. Domain Decomposition Methods for Partial Differential Equations. Oxford Science Publications, 1999.
B. F. Smith, P. E. Bjørstad, and W. Gropp. Domain Decomposition. Cambridge University Press, 1996.
X.-C. Tai and J. Xu. Global and uniform convergence of subspace correction methods for some convex optimization problems. Math. Comp., 71:105–124, 2002.
A. Toselli and O. Widlund. Domain Decomposition Methods – Algorithms and Theory. Springer-Verlag, Berlin, 2005.
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Badea, L. (2008). An Additive Schwarz Method for the Constrained Minimization of Functionals in Reflexive Banach Spaces. In: Langer, U., Discacciati, M., Keyes, D.E., Widlund, O.B., Zulehner, W. (eds) Domain Decomposition Methods in Science and Engineering XVII. Lecture Notes in Computational Science and Engineering, vol 60. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75199-1_54
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DOI: https://doi.org/10.1007/978-3-540-75199-1_54
Publisher Name: Springer, Berlin, Heidelberg
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