Theoretical analysis of the upwind finite volume scheme on the counter-example of Peterson

Daniel Bouche; Jean-Michel Ghidaglia; Frédéric P. Pascal

ESAIM: Mathematical Modelling and Numerical Analysis (2010)

  • Volume: 44, Issue: 6, page 1279-1293
  • ISSN: 0764-583X

Abstract

top
When applied to the linear advection problem in dimension two, the upwind finite volume method is a non consistent scheme in the finite differences sense but a convergent scheme. According to our previous paper [Bouche et al., SIAM J. Numer. Anal.43 (2005) 578–603], a sufficient condition in order to complete the mathematical analysis of the finite volume scheme consists in obtaining an estimation of order p, less or equal to one, of a quantity that depends only on the mesh and on the advection velocity and that we called geometric corrector. In [Bouche et al., Hermes Science publishing, London, UK (2005) 225–236], we prove that, on the mesh given by Peterson [SIAM J. Numer. Anal.28 (1991) 133–140] and for a subtle alignment of the direction of transport parallel to the vertical boundary, the infinite norm of the geometric corrector only behaves like h1/2 where h is a characteristic size of the mesh. This paper focuses on the case of an oblique incidence i.e. a transport direction that is not parallel to the boundary, still with the Peterson mesh. Using various mathematical technics, we explicitly compute an upper bound of the geometric corrector and we provide a probabilistic interpretation in terms of Markov processes. This bound is proved to behave like h, so that the order of convergence is one. Then the reduction of the order of convergence occurs only if the direction of advection is aligned with the boundary.

How to cite

top

Bouche, Daniel, Ghidaglia, Jean-Michel, and Pascal, Frédéric P.. "Theoretical analysis of the upwind finite volume scheme on the counter-example of Peterson." ESAIM: Mathematical Modelling and Numerical Analysis 44.6 (2010): 1279-1293. <http://eudml.org/doc/250777>.

@article{Bouche2010,
abstract = { When applied to the linear advection problem in dimension two, the upwind finite volume method is a non consistent scheme in the finite differences sense but a convergent scheme. According to our previous paper [Bouche et al., SIAM J. Numer. Anal.43 (2005) 578–603], a sufficient condition in order to complete the mathematical analysis of the finite volume scheme consists in obtaining an estimation of order p, less or equal to one, of a quantity that depends only on the mesh and on the advection velocity and that we called geometric corrector. In [Bouche et al., Hermes Science publishing, London, UK (2005) 225–236], we prove that, on the mesh given by Peterson [SIAM J. Numer. Anal.28 (1991) 133–140] and for a subtle alignment of the direction of transport parallel to the vertical boundary, the infinite norm of the geometric corrector only behaves like h1/2 where h is a characteristic size of the mesh. This paper focuses on the case of an oblique incidence i.e. a transport direction that is not parallel to the boundary, still with the Peterson mesh. Using various mathematical technics, we explicitly compute an upper bound of the geometric corrector and we provide a probabilistic interpretation in terms of Markov processes. This bound is proved to behave like h, so that the order of convergence is one. Then the reduction of the order of convergence occurs only if the direction of advection is aligned with the boundary. },
author = {Bouche, Daniel, Ghidaglia, Jean-Michel, Pascal, Frédéric P.},
journal = {ESAIM: Mathematical Modelling and Numerical Analysis},
keywords = {Finite volume method; linear scalar problem; consistency and accuracy; geometric corrector; advection problem with a constant velocity; theoretical analysis; counter-example of Peterson; upwind finite volume; two dimension},
language = {eng},
month = {10},
number = {6},
pages = {1279-1293},
publisher = {EDP Sciences},
title = {Theoretical analysis of the upwind finite volume scheme on the counter-example of Peterson},
url = {http://eudml.org/doc/250777},
volume = {44},
year = {2010},
}

TY - JOUR
AU - Bouche, Daniel
AU - Ghidaglia, Jean-Michel
AU - Pascal, Frédéric P.
TI - Theoretical analysis of the upwind finite volume scheme on the counter-example of Peterson
JO - ESAIM: Mathematical Modelling and Numerical Analysis
DA - 2010/10//
PB - EDP Sciences
VL - 44
IS - 6
SP - 1279
EP - 1293
AB - When applied to the linear advection problem in dimension two, the upwind finite volume method is a non consistent scheme in the finite differences sense but a convergent scheme. According to our previous paper [Bouche et al., SIAM J. Numer. Anal.43 (2005) 578–603], a sufficient condition in order to complete the mathematical analysis of the finite volume scheme consists in obtaining an estimation of order p, less or equal to one, of a quantity that depends only on the mesh and on the advection velocity and that we called geometric corrector. In [Bouche et al., Hermes Science publishing, London, UK (2005) 225–236], we prove that, on the mesh given by Peterson [SIAM J. Numer. Anal.28 (1991) 133–140] and for a subtle alignment of the direction of transport parallel to the vertical boundary, the infinite norm of the geometric corrector only behaves like h1/2 where h is a characteristic size of the mesh. This paper focuses on the case of an oblique incidence i.e. a transport direction that is not parallel to the boundary, still with the Peterson mesh. Using various mathematical technics, we explicitly compute an upper bound of the geometric corrector and we provide a probabilistic interpretation in terms of Markov processes. This bound is proved to behave like h, so that the order of convergence is one. Then the reduction of the order of convergence occurs only if the direction of advection is aligned with the boundary.
LA - eng
KW - Finite volume method; linear scalar problem; consistency and accuracy; geometric corrector; advection problem with a constant velocity; theoretical analysis; counter-example of Peterson; upwind finite volume; two dimension
UR - http://eudml.org/doc/250777
ER -

References

top
  1. D. Bouche, J.-M. Ghidaglia and F. Pascal, Error estimate and the geometric corrector for the upwind finite volume method applied to the linear advection equation. SIAM J. Numer. Anal.43 (2005) 578–603.  
  2. D. Bouche, J.-M. Ghidaglia and F. Pascal, An optimal a priori error analysis of the finite volume method for linear convection problems, in Finite volumes for complex applications IV, Problems and perspectives , F. Benkhaldoun, D. Ouazar and S. Raghay Eds., Hermes Science publishing, London, UK (2005) 225–236.  
  3. B. Cockburn, P.-A. Gremaud and J.X. Yang, A priori error estimates for numerical methods for scalar conservation laws. III: Multidimensional flux-splitting monotone schemes on non-cartesian grids. SIAM J. Numer. Anal.35 (1998) 1775–1803.  
  4. L. Comtet, Advanced combinatorics – The art of finite and infinite expansions. D. Reidel Publishing Co., Dordrecht, The Netherlands (1974).  
  5. F. Delarue and F. Lagoutière, Probabilistic analysis of the upwind scheme for transport equations. Arch. Ration. Mech. Anal. (to appear).  
  6. B. Després, An explicit a priori estimate for a finite volume approximation of linear advection on non-cartesian grids. SIAM J. Numer. Anal.42 (2004) 484–504.  
  7. B. Després, Lax theorem and finite volume schemes. Math. Comp.73 (2004) 1203–1234.  
  8. G.P. Egorychev, Integral representation and the computation of combinatorial sums, Translations of Mathematical Monographs59. American Mathematical Society, Providence, USA (1984). [Translated from the Russian by H.H. McFadden, Translation edited by Lev J. Leifman.]  
  9. R. Eymard, T. Gallouët and R. Herbin, Finite volume methods, in Handbook of Numerical Analysis7, P.-A. Ciarlet and J.-L. Lions Eds., North-Holland (2000) 713–1020.  
  10. W. Feller, An introduction to probability theory and its applicationsI. Third edition, John Wiley & Sons Inc., New York, USA (1968).  
  11. S. Karlin, A first course in stochastic processes. Academic Press, New York, USA (1966).  
  12. D. Kröner, Numerical schemes for conservation laws. Wiley-Teubner Series Advances in Numerical Mathematics, Chichester: Wiley (1997).  
  13. V. Lakshmikantham and D. Trigiante, Theory of difference equations: numerical methods and applications, 2nd edition, Monographs and Textbooks in Pure and Applied Mathematics251. Marcel Dekker Inc., New York, USA (2002).  
  14. T.A. Manteuffel and A.B. White, Jr., The numerical solution of second order boundary value problems on nonuniform meshes. Math. Comput. 47 (1986) 511–535.  
  15. B. Merlet, l∞ and l2 error estimate for a finite volume approximation of linear advection. SIAM J. Numer. Anal.46 (2009) 124–150.  
  16. B. Merlet and J. Vovelle, Error estimate for the finite volume scheme applied to the advection equation. Numer. Math.106 (2007) 129–155.  
  17. F. Pascal, On supra-convergence of the finite volume method. ESAIM: Proc.18 (2007) 38–47.  
  18. T.E. Peterson, A note on the convergence of the discontinuous Galerkin method for a scalar hyperbolic equation. SIAM J. Numer. Anal.28 (1991) 133–140.  
  19. M. Renault, Lost (and found) in translation, André's actual method and its application to the generalized ballot problem. Amer. Math. Monthly115 (2008) 358–363.  
  20. A. Tikhonov and A. Samarskij, Homogeneous difference schemes on non-uniform nets. U.S.S.R. Comput. Math. Math. Phys. 1963 (1964) 927–953.  
  21. J.-P. Vila and P. Villedieu, Convergence of an explicit finite volume scheme for first order symmetric systems. Numer. Math.94 (2003) 573–602.  
  22. J. Vovelle, Convergence of finite volume monotone schemes for scalar conservation laws on bounded domains. Numer. Math. 90 (2002) 563–596.  
  23. B. Wendroff and A.B. White, Jr., Some supraconvergent schemes for hyperbolic equations on irregular grids, in Nonlinear hyperbolic equations – Theory, computation methods, and applications (Aachen, 1988), Notes Numer. Fluid Mech.24, Vieweg, Braunschweig, Germany (1989) 671–677.  
  24. B. Wendroff and A.B. White, Jr., A supraconvergent scheme for nonlinear hyperbolic systems. Comput. Math. Appl.18 (1989) 761–767.  
  25. H.S. Wilf, generatingfunctionology. Third edition, A K Peters Ltd., Wellesley, USA (2006).  

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.