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Boundary concentrated finite elements for optimal boundary control problems of elliptic PDEs

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We investigate the discretization of optimal boundary control problems for elliptic equations on two-dimensional polygonal domains by the boundary concentrated finite element method. We prove that the discretization error \(\|u^{*}-u_{h}^{*}\|_{L^{2}(\Gamma)}\) decreases like N −1, where N is the total number of unknowns. This makes the proposed method favorable in comparison to the h-version of the finite element method, where the discretization error behaves like N −3/4 for uniform meshes. Moreover, we present an algorithm that solves the discretized problem in almost optimal complexity. The paper is complemented with numerical results.

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References

  1. Beuchler, S., Pillwein, V.: Shape functions for tetrahedral p-fem using integrated Jacobi polynomials. Computing 80, 345–375 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  2. Beuchler, S., Schöberl, J.: New shape functions for triangular p-FEM using integrated Jacobi polynomials. Numer. Math. 103(3), 339–366 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  3. Beuchler, S., Eibner, T., Langer, U.: Primal and dual interface concentrated iterative substructuring methods. SIAM J. Numer. Anal. 46(6), 2818–2842 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  4. Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods. Springer, New York (1994)

    MATH  Google Scholar 

  5. Casas, E., Mateos, M.: Error estimates for the numerical approximation of Neumann control problems. Comput. Optim. Appl. 39(3), 265–295 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  6. Casas, E., Raymond, J.-P.: Error estimates for the numerical approximation of Dirichlet boundary control for semilinear elliptic equations. SIAM J. Control Optim. 45(5), 1586–1611 (2006) (Electronic)

    Article  MathSciNet  MATH  Google Scholar 

  7. Casas, E., Mateos, M., Tröltzsch, F.: Error estimates for the numerical approximation of boundary semilinear elliptic control problems. Comput. Optim. Appl. 31(2), 193–219 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  8. Ciarlet, P.: The Finite Element Method for Elliptic Problems. North-Holland, Amsterdam (1978)

    MATH  Google Scholar 

  9. Dauge, M.: Elliptic Boundary Value Problems on Corner Domains. Lecture Notes in Mathematics, vol. 1341. Springer, Berlin (1988)

    MATH  Google Scholar 

  10. Deckelnick, K., Günther, A., Hinze, M.: Finite element approximation of Dirichlet boundary control for elliptic PDEs on two- and three-dimensional curved domains. SIAM J. Control Optim. 48(4), 2798–2819 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  11. Demkowicz, L.: Computing with hp Finite Elements. CRC Press/Taylor & Francis, Boca Raton/London (2006)

    Book  Google Scholar 

  12. Demkowicz, L., Kurtz, J., Pardo, D., Paszyński, M., Rachowicz, W., Zdunek, A.: Frontiers: three dimensional elliptic and Maxwell problems with applications. In: Computing with hp-Adaptive Finite Elements. Chapman & Hall/CRC Applied Mathematics and Nonlinear Science Series, vol. 2. Chapman & Hall/CRC, Boca Raton (2008)

    Google Scholar 

  13. Dubiner, M.: Spectral methods on triangles and other domains. J. Sci. Comput. 6, 345 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  14. Eibner, T.: Randkonzentrierte und adaptive hp-FEM. PhD thesis, TU Chemnitz (2006)

  15. Eibner, T., Melenk, J.M.: A local error analysis of the boundary-concentrated hp-FEM. IMA J. Numer. Anal. 27(1), 752–778 (2007)

    MathSciNet  Google Scholar 

  16. George, A.: Nested dissection of a regular finite element mesh. SIAM J. Numer. Anal. 10, 345–363 (1973)

    Article  MathSciNet  MATH  Google Scholar 

  17. George, A., Liu, J.W.-H.: Computer Solution of Large Sparse Positive Definite Systems. Prentice-Hall, Englewood Cliffs (1981)

    MATH  Google Scholar 

  18. Grisvard, P.: Elliptic Problems in Nonsmooth Domains. Pitman, Boston (1985)

    MATH  Google Scholar 

  19. Herzog, R., Sachs, E.: Preconditioned conjugate gradient method for optimal control problems with control and state constraints. SIAM J. Matrix Anal. Appl. 31(5), 2291–2317 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  20. Hestenes, M.R., Stiefel, E.: Methods of conjugate gradients for solving linear systems. J. Res. Natl. Bur. Stand. 49, 409–436 (1952)

    MathSciNet  MATH  Google Scholar 

  21. Hinze, M.: A variational discretization concept in control constrained optimization: the linear-quadratic case. Comput. Optim. Appl. 30(1), 45–61 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  22. Hinze, M., Matthes, U.: A note on variational discretization of elliptic Neumann boundary control. Control. Cybern. 38, 577–591 (2009)

    MathSciNet  Google Scholar 

  23. Karniadakis, G.M., Sherwin, S.J.: Spectral/hp Element Methods for CFD. Oxford University Press, Oxford (1999)

    Google Scholar 

  24. Khoromskij, B.N., Melenk, J.M.: An efficient direct solver for the boundary concentrated FEM in 2D. Computing 69(2), 91–117 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  25. Khoromskij, B.N., Melenk, J.M.: Boundary concentrated finite element methods. SIAM J. Numer. Anal. 41(1), 1–36 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  26. Langer, U., Pechstein, C.: All-floating coupled data-sparse boundary and interface-concentrated finite element tearing and interconnecting methods. Comput. Vis. Sci. 11(4–6), 307–317 (2008)

    Article  MathSciNet  Google Scholar 

  27. Mateos, M., Rösch, A.: On saturation effects in the Neumann boundary control of elliptic optimal control problems. Comput. Optim. Appl. (2009). doi:10.1007/s10589-009-9299-5

    Google Scholar 

  28. May, S., Rannacher, R., Vexler, B.: Error analysis for a finite element approximation of elliptic Dirichlet boundary control problem (2008, submitted)

  29. Of, G., Phan, T.X., Steinbach, O.: Boundary element methods for Dirichlet boundary control problems. Bericht 2010/1, Institut für Numerische Mathematik, TU Graz (2010)

  30. Orszag, S.A.: Spectral methods for problems in complex geometries. J. Comput. Phys. 37–80 (1980)

  31. Schenk, O., Gärtner, K.: Solving unsymmetric sparse systems of linear equations with PARDISO. J. Future Gener. Comput. Syst. 20(3), 475–487 (2004)

    Article  Google Scholar 

  32. Schenk, O., Gärtner, K.: On fast factorization pivoting methods for sparse symmetric indefinite systems. Electron. Trans. Numer. Anal. 23, 158–179 (2006)

    MathSciNet  MATH  Google Scholar 

  33. Schöberl, J., Zulehner, W.: Symmetric indefinite preconditioners for saddle point problems with applications to PDE-constrained optimization problems. SIAM J. Matrix Anal. Appl. 29(3), 752–773 (2007) (Electronic)

    Article  MathSciNet  MATH  Google Scholar 

  34. Schwab, C.: p- and hp-Finite Element Methods. Theory and Applications in Solid and Fluid Mechanics. Clarendon, Oxford (1998)

    Google Scholar 

  35. Simon, R., Zulehner, W.: On Schwarz-type smoothers for saddle point problems with applications to PDE-constrained optimization problems. Numer. Math. 111(3), 445–468 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  36. Solin, P., Segeth, K., Dolezel, I.: Higher-Order Finite Element Methods. Chapman & Hall/CRC Press, Boca Raton (2003)

    Google Scholar 

  37. Tröltzsch, F.: Optimal Control of Partial Differential Equations. Graduate Studies in Mathematics, vol. 112. AMS, Providence (2010)

    MATH  Google Scholar 

  38. Yserentant, H.: Coarse grid spaces for domains with a complicated boundary. Numer. Algorithms 21(1–4), 387–392 (1999). Numerical methods for partial differential equations (Marrakech, 1998)

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Daniel Wachsmuth.

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Beuchler, S., Pechstein, C. & Wachsmuth, D. Boundary concentrated finite elements for optimal boundary control problems of elliptic PDEs. Comput Optim Appl 51, 883–908 (2012). https://doi.org/10.1007/s10589-010-9370-2

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