Guaranteed and robust a posteriori error estimates for singularly perturbed reaction–diffusion problems

Ibrahim Cheddadi; Radek Fučík; Mariana I. Prieto; Martin Vohralík

ESAIM: Mathematical Modelling and Numerical Analysis (2009)

  • Volume: 43, Issue: 5, page 867-888
  • ISSN: 0764-583X

Abstract

top
We derive a posteriori error estimates for singularly perturbed reaction–diffusion problems which yield a guaranteed upper bound on the discretization error and are fully and easily computable. Moreover, they are also locally efficient and robust in the sense that they represent local lower bounds for the actual error, up to a generic constant independent in particular of the reaction coefficient. We present our results in the framework of the vertex-centered finite volume method but their nature is general for any conforming method, like the piecewise linear finite element one. Our estimates are based on a H(div)-conforming reconstruction of the diffusive flux in the lowest-order Raviart–Thomas–Nédélec space linked with mesh dual to the original simplicial one, previously introduced by the last author in the pure diffusion case. They also rely on elaborated Poincaré, Friedrichs, and trace inequalities-based auxiliary estimates designed to cope optimally with the reaction dominance. In order to bring down the ratio of the estimated and actual overall energy error as close as possible to the optimal value of one, independently of the size of the reaction coefficient, we finally develop the ideas of local minimizations of the estimators by local modifications of the reconstructed diffusive flux. The numerical experiments presented confirm the guaranteed upper bound, robustness, and excellent efficiency of the derived estimates.

How to cite

top

Cheddadi, Ibrahim, et al. "Guaranteed and robust a posteriori error estimates for singularly perturbed reaction–diffusion problems." ESAIM: Mathematical Modelling and Numerical Analysis 43.5 (2009): 867-888. <http://eudml.org/doc/250601>.

@article{Cheddadi2009,
abstract = { We derive a posteriori error estimates for singularly perturbed reaction–diffusion problems which yield a guaranteed upper bound on the discretization error and are fully and easily computable. Moreover, they are also locally efficient and robust in the sense that they represent local lower bounds for the actual error, up to a generic constant independent in particular of the reaction coefficient. We present our results in the framework of the vertex-centered finite volume method but their nature is general for any conforming method, like the piecewise linear finite element one. Our estimates are based on a H(div)-conforming reconstruction of the diffusive flux in the lowest-order Raviart–Thomas–Nédélec space linked with mesh dual to the original simplicial one, previously introduced by the last author in the pure diffusion case. They also rely on elaborated Poincaré, Friedrichs, and trace inequalities-based auxiliary estimates designed to cope optimally with the reaction dominance. In order to bring down the ratio of the estimated and actual overall energy error as close as possible to the optimal value of one, independently of the size of the reaction coefficient, we finally develop the ideas of local minimizations of the estimators by local modifications of the reconstructed diffusive flux. The numerical experiments presented confirm the guaranteed upper bound, robustness, and excellent efficiency of the derived estimates. },
author = {Cheddadi, Ibrahim, Fučík, Radek, Prieto, Mariana I., Vohralík, Martin},
journal = {ESAIM: Mathematical Modelling and Numerical Analysis},
keywords = {Vertex-centered finite volume/finite volume element/box method; singularly perturbed reaction–diffusion problem; a posteriori error estimates; guaranteed upper bound; robustness; vertex-centered finite volume/finite volume element/box method; singular perturbation; reaction-diffusion problem; a posteriori error estimates; lowest-order Raviart-Thomas-Nédélec space; numerical experiments; efficiency},
language = {eng},
month = {4},
number = {5},
pages = {867-888},
publisher = {EDP Sciences},
title = {Guaranteed and robust a posteriori error estimates for singularly perturbed reaction–diffusion problems},
url = {http://eudml.org/doc/250601},
volume = {43},
year = {2009},
}

TY - JOUR
AU - Cheddadi, Ibrahim
AU - Fučík, Radek
AU - Prieto, Mariana I.
AU - Vohralík, Martin
TI - Guaranteed and robust a posteriori error estimates for singularly perturbed reaction–diffusion problems
JO - ESAIM: Mathematical Modelling and Numerical Analysis
DA - 2009/4//
PB - EDP Sciences
VL - 43
IS - 5
SP - 867
EP - 888
AB - We derive a posteriori error estimates for singularly perturbed reaction–diffusion problems which yield a guaranteed upper bound on the discretization error and are fully and easily computable. Moreover, they are also locally efficient and robust in the sense that they represent local lower bounds for the actual error, up to a generic constant independent in particular of the reaction coefficient. We present our results in the framework of the vertex-centered finite volume method but their nature is general for any conforming method, like the piecewise linear finite element one. Our estimates are based on a H(div)-conforming reconstruction of the diffusive flux in the lowest-order Raviart–Thomas–Nédélec space linked with mesh dual to the original simplicial one, previously introduced by the last author in the pure diffusion case. They also rely on elaborated Poincaré, Friedrichs, and trace inequalities-based auxiliary estimates designed to cope optimally with the reaction dominance. In order to bring down the ratio of the estimated and actual overall energy error as close as possible to the optimal value of one, independently of the size of the reaction coefficient, we finally develop the ideas of local minimizations of the estimators by local modifications of the reconstructed diffusive flux. The numerical experiments presented confirm the guaranteed upper bound, robustness, and excellent efficiency of the derived estimates.
LA - eng
KW - Vertex-centered finite volume/finite volume element/box method; singularly perturbed reaction–diffusion problem; a posteriori error estimates; guaranteed upper bound; robustness; vertex-centered finite volume/finite volume element/box method; singular perturbation; reaction-diffusion problem; a posteriori error estimates; lowest-order Raviart-Thomas-Nédélec space; numerical experiments; efficiency
UR - http://eudml.org/doc/250601
ER -

References

top
  1. M. Ainsworth and I. Babuška, Reliable and robust a posteriori error estimating for singularly perturbed reaction–diffusion problems. SIAM J. Numer. Anal.36 (1999) 331–353.  
  2. R.E. Bank and D.J. Rose, Some error estimates for the box method. SIAM J. Numer. Anal.24 (1987) 777–787.  
  3. M. Bebendorf, A note on the Poincaré inequality for convex domains. Z. Anal. Anwendungen22 (2003) 751–756.  
  4. F. Brezzi and M. Fortin, Mixed and hybrid finite element methods, Springer Series in Computational Mathematics15. Springer-Verlag, New York (1991).  
  5. C. Carstensen and S.A. Funken, Constants in Clément-interpolation error and residual based a posteriori error estimates in finite element methods. East-West J. Numer. Math.8 (2000) 153–175.  
  6. I. Cheddadi, R. Fučík, M.I. Prieto and M. Vohralík, Computable a posteriori error estimates in the finite element method based on its local conservativity: improvements using local minimization. ESAIM: Proc.24 (2008) 77–96.  
  7. A. Ern, A.F. Stephansen and M. Vohralík, Guaranteed and robust discontinuous Galerkin a posteriori error estimates for convection–diffusion–reaction problems. HAL Preprint 00193540, submitted for publication (2008).  
  8. R. Eymard, T. Gallouët and R. Herbin, Finite volume methods, in Handbook of Numerical Analysis, Vol. VII, North-Holland, Amsterdam (2000) 713–1020.  
  9. S. Grosman, An equilibrated residual method with a computable error approximation for a singularly perturbed reaction–diffusion problem on anisotropic finite element meshes. ESAIM: M2AN40 (2006) 239–267.  
  10. F. Hecht, O. Pironneau, A. Le Hyaric and K. Ohtsuka, FreeFem++. Technical report, Laboratoire Jacques-Louis Lions, Université Pierre et Marie Curie, Paris, France, (2007).  URIhttp://www.freefem.org/ff++
  11. S. Korotov, Two-sided a posteriori error estimates for linear elliptic problems with mixed boundary conditions. Appl. Math.52 (2007) 235–249.  
  12. G. Kunert, Robust a posteriori error estimation for a singularly perturbed reaction–diffusion equation on anisotropic tetrahedral meshes. Adv. Comput. Math.15 (2001) 237–259.  
  13. R. Luce and B.I. Wohlmuth, A local a posteriori error estimator based on equilibrated fluxes. SIAM J. Numer. Anal.42 (2004) 1394–1414.  
  14. K. Mer, Variational analysis of a mixed finite element/finite volume scheme on general triangulations. Technical report, INRIA 2213, France (1994).  
  15. L.E. Payne and H.F. Weinberger, An optimal Poincaré inequality for convex domains. Arch. Rational Mech. Anal.5 (1960) 286–292.  
  16. W. Prager and J.L. Synge, Approximations in elasticity based on the concept of function space. Quart. Appl. Math.5 (1947) 241–269.  
  17. S. Repin and S. Sauter, Functional a posteriori estimates for the reaction–diffusion problem. C. R. Math. Acad. Sci. Paris343 (2006) 349–354.  
  18. J.E. Roberts and J.-M. Thomas, Mixed and hybrid methods, in Handbook of Numerical Analysis, Vol. II, North-Holland, Amsterdam (1991) 523–639.  
  19. A.F. Stephansen, Méthodes de Galerkine discontinues et analyse d'erreur a posteriori pour les problèmes de diffusion hétérogène. Ph.D. Thesis, École nationale des ponts et chaussées, France (2007).  
  20. T. Vejchodský, Guaranteed and locally computable a posteriori error estimate. IMA J. Numer. Anal.26 (2006) 525–540.  
  21. R. Verfürth, Robust a posteriori error estimators for a singularly perturbed reaction–diffusion equation. Numer. Math.78 (1998) 479–493.  
  22. R. Verfürth, A note on constant-free a posteriori error estimates. Technical report, Ruhr-Universität Bochum, Germany (2008).  
  23. M. Vohralík, On the discrete Poincaré–Friedrichs inequalities for nonconforming approximations of the Sobolev space H1. Numer. Funct. Anal. Optim.26 (2005) 925–952.  
  24. M. Vohralík, A posteriori error estimates for lowest-order mixed finite element discretizations of convection–diffusion–reaction equations. SIAM J. Numer. Anal.45 (2007) 1570–1599.  
  25. M. Vohralík, Guaranteed and fully robust a posteriori error estimates for conforming discretizations of diffusion problems with discontinuous coefficients. Preprint R08009, Laboratoire Jacques-Louis Lions, submitted for publication (2008).  
  26. M. Vohralík, Residual flux-based a posteriori error estimates for finite volume and related locally conservative methods. Numer. Math.111 (2008) 121–158.  
  27. M. Vohralík, Two types of guaranteed (and robust) a posteriori estimates for finite volume methods, in Finite Volumes for Complex ApplicationsV, ISTE and John Wiley & Sons, London, UK and Hoboken, USA (2008) 649–656.  
  28. O.C. Zienkiewicz and J.Z. Zhu, A simple error estimator and adaptive procedure for practical engineering analysis. Internat. J. Numer. Methods Engrg.24 (1987) 337–357.  

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.