Skip to main content

Balancing Discretization and Iteration Error in Finite Element A Posteriori Error Analysis

  • Chapter
  • 1924 Accesses

Part of the book series: Computational Methods in Applied Sciences ((COMPUTMETHODS,volume 27))

Abstract

This article surveys recent developments in a combined a posteriori analysis for the discretization and iteration errors in the finite element approximation of elliptic PDE systems. The underlying theoretical framework is that of the Dual Weighted Residual (DWR) method for goal-oriented error control. Based on computable a posteriori error estimates the algebraic iteration can be adjusted to the discretization in a successive mesh adaptation process. The performance of the proposed method is demonstrated for several model situations including the simple Poisson equation, the Stokes equations in fluid mechanics and the KKT system of a linear-quadratic elliptic optimal control problem. Furthermore, extensions are discussed for certain classes of nonlinear problems including eigenvalue problems and nonlinear reaction-diffusion equations.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Babuška I, Strouboulis T (2001) The finite element method and its reliability. Clarendon Press, New York

    Google Scholar 

  2. Bangerth W, Rannacher R (2003) Adaptive finite element methods for differential equations. Birkhäuser, Basel

    MATH  Google Scholar 

  3. Bank RE, Dupont T (1981) An optimal order process for solving finite element equations. Math Comput 36(153):35–51

    Article  MathSciNet  MATH  Google Scholar 

  4. Becker R (1998) An adaptive finite element method for the Stokes equations including control of the iteration error. In: Enumath 97: 2nd European conference on numerical mathematics and advanced applications, Heidelberg, 1997. World Scientific, River Edge, pp 609–620

    Google Scholar 

  5. Becker R, Braack M, Meidner D, Rannacher R, Vexler B (2007) Adaptive finite element methods for pde-constrained optimal control problems. In: Jäger W, Rannacher R, Warnatz J (eds) Reactive flow, diffusion and transport. Springer, Berlin, pp 177–205

    Chapter  Google Scholar 

  6. Becker R, Johnson C, Rannacher R (1995) Adaptive error control for multigrid finite element methods. Computing 55(4):271–288

    Article  MathSciNet  MATH  Google Scholar 

  7. Becker R, Rannacher R (1996) A feed-back approach to error control in finite element methods: basic analysis and examples. East-West J Numer Math 4(4):237–264

    MathSciNet  MATH  Google Scholar 

  8. Becker R, Rannacher R (2001) An optimal control approach to a posteriori error estimation in finite element methods. Acta Numer 10:1–102

    Article  MathSciNet  MATH  Google Scholar 

  9. Becker R, Vexler B (2004) A posteriori error estimation for finite element discretization of parameter identification problems. Numer Math 96(3):435–459

    Article  MathSciNet  MATH  Google Scholar 

  10. Bramble JH (1993) Multigrid methods. Pitman research notes in mathematics, vol 294. Longman, Harlow

    MATH  Google Scholar 

  11. Bramble JH, Pasciak JE (1993) New estimates for multilevel algorithms including the V-cycle. Math Comput 60(202):447–471

    MathSciNet  MATH  Google Scholar 

  12. Bramble JH, Pasciak JE, Wang JP, Xu J (1991) Convergence estimates for multigrid algorithms without regularity assumptions. Math Comput 57(195):23–45

    Article  MathSciNet  MATH  Google Scholar 

  13. Ciarlet PG (2002) The finite element method for elliptic problems. Classics appl math, vol 40. SIAM, Philadelphia

    Book  Google Scholar 

  14. Hackbusch W (1985) Multigrid methods and applications. Springer, Berlin

    Google Scholar 

  15. Heuveline V, Rannacher R (2001) A posteriori error control for finite element approximations of elliptic eigenvalue problems. Adv Comput Math 15(1–4):107–138

    Article  MathSciNet  MATH  Google Scholar 

  16. Heywood J, Rannacher R, Turek S (1996) Artificial boundaries and flux and pressure conditions for the incompressible Navier-Stokes equations. Int J Numer Methods Fluids 22(5):325–352

    Article  MathSciNet  MATH  Google Scholar 

  17. Meidner D, Rannacher R, Vihharev J (2009) Goal-oriented error control of the iterative solution of finite element equations. J Numer Math 17(2):143–172

    Article  MathSciNet  MATH  Google Scholar 

  18. Rannacher R (2000) Finite element methods for the incompressible Navier-Stokes equations. In: Galdi GP, Heywood JG, Rannacher R (eds) Fundamental directions in mathematical fluid mechanics. Birkhäuser, Basel, pp 191–293

    Chapter  Google Scholar 

  19. Rannacher R (2004) Incompressible viscous flow. In: Stein E, de Borst R, Hughes TJR (eds) Encyclopedia of computational mechanics. Vol. 3. Fluids. Wiley, Chichester

    Google Scholar 

  20. Rannacher R, Vihharev J (2011) Adaptive finite element analysis of nonlinear problems: balancing of discretization and iteration error. Preprint, University of Heidelberg

    Google Scholar 

  21. Rannacher R, Westenberger A, Wollner W (2010) Adaptive finite element solution of eigenvalue problems: balancing of discretization and iteration error. J Numer Math 18(4):303–327

    Article  MathSciNet  MATH  Google Scholar 

  22. Saad Y (1980) Variations on Arnoldi’s method for computing eigenelements of large unsymmetric matrices. Linear Algebra Appl 34:269–295

    Article  MathSciNet  MATH  Google Scholar 

  23. Schäfer M, Turek S (1996) Benchmark computations of laminar flow around a cylinder. In: Hirschel EH (ed) Flow simulation with high-performance computers II. NNFM, vol 52. Vieweg, Braunschweig, pp 547–566

    Chapter  Google Scholar 

  24. Sorensen DC (2002) Numerical methods for large eigenvalue problems. Acta Numer 11:519–584

    Article  MathSciNet  MATH  Google Scholar 

  25. Verfürth R (1996) A review of a posteriori error estimation and adaptive Mesh-refinement techniques. Wiley-Teubner, Chichester

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Rolf Rannacher .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer Science+Business Media Dordrecht

About this chapter

Cite this chapter

Rannacher, R., Vihharev, J. (2013). Balancing Discretization and Iteration Error in Finite Element A Posteriori Error Analysis. In: Repin, S., Tiihonen, T., Tuovinen, T. (eds) Numerical Methods for Differential Equations, Optimization, and Technological Problems. Computational Methods in Applied Sciences, vol 27. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-5288-7_6

Download citation

  • DOI: https://doi.org/10.1007/978-94-007-5288-7_6

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-007-5287-0

  • Online ISBN: 978-94-007-5288-7

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics