Abstract
We develop preconditioners for systems arising from finite element discretizations of parabolic problems which are fourth order in space. We consider boundary conditions which yield a natural splitting of the discretized fourth order operator into two (discrete) linear second order elliptic operators, and exploit this property in designing the preconditioners. The underlying idea is that efficient methods and software to solve second order problems with optimal computational effort are widely available. We propose symmetric and non-symmetric preconditioners, along with theory and numerical experiments. They both document crucial properties of the preconditioners as well as their practical performance. It is important to note that we neither need H s-regularity, s > 1, of the continuous problem nor quasi-uniform grids.
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Aksoylu B., Holst M.: Optimality of multilevel preconditioners for local mesh refinement in three dimensions. SIAM J. Numer. Anal. 44, 1005–1025 (2006)
Bai F., Elliott C.M., Gardiner A., Spence A., Stuart A.M.: The viscous Cahn-Hilliard equation. Part I: computations. Nonlinearity 8, 131–160 (1995)
Bänsch, E., Morin, P., Nochetto, R.H.: Finite element methods for surface diffusion. In: Colli, P., Verdi, C., Visintin, A. (eds.) Free Boundary Problems. International Series of Num. Math., vol. 147, pp. 53–63. Birkhäuser (2003)
Bänsch E., Morin P., Nochetto R.H.: Surface diffusion of graphs: variational formulation, error analysis, and simulation. SIAM J. Numer. Anal. 42, 773–799 (2004)
Bänsch E., Morin P., Nochetto R.H.: Finite element methods for surface diffusion: the parametric case. J. Comput. Phys. 203, 321–343 (2005)
Barrett J., Garcke H., Nürnberg R.: A parametric finite element method for fourth order geometric evolution equations. J. Comput. Phys. 222, 441–467 (2007)
Barrett J., Garcke H., Nürnberg R.: On the variational approximation of combined second and fourth order geometric evolution equations. SIAM J. Sci. Comput. 29, 1006–1041 (2007)
Barrett J.W., Garcke H., Nürnberg R.: Parametric approximation of Willmore flow and related geometric evolution equations. SIAM J. Sci. Comput. 31, 225–253 (2008)
Barrett J.W., Nurnberg R., Styles V.: Finite element approximation of a phase field model for void electromigration. SIAM J. Numer. Anal. 42, 738–772 (2004)
Bartels S., Dolzmann G., Nochetto R.H.: A finite element scheme for the evolution of orientational order in fluid membranes. Model. Math. Anal. Numer. 44, 1–32 (2010)
Bernoff A.J., Bertozzi A.L., Witelski T.P.: Axisymmetric surface diffusion: dynamics and stability of self-similar pinchoff. J. Stat. Phys. 93, 725–776 (1998)
Bertozzi A.L., Pugh M.G.: Long-wave instabilities and saturation in thin film equations. Commun. Pure Appl. Math. 51, 625–661 (1998)
Blowey J.F., Elliott C.M.: The Cahn-Hilliard gradient theory for phase separation with nonsmooth free energy. Part II: numerical analysis. Eur. J. Appl. Math. 3, 147–179 (1992)
Becker, J., Grün, G., Lenz, M., Rumpf, M.: Numerical methods for fourth order nonlinear degenerate diffusion problems. In: Mathematical Theory in Fluid Mechanics (Paseky, 2001). Appl. Math. vol. 47, no. 6, pp. 517–543 (2002)
Bjørstad P.: Fast numerical solution of the biharmonic Dirichlet problem on rectangles. SIAM J. Numer. Anal. 20, 59–71 (1983)
Bjørstad P., Tjøstheim B.P.: Efficient algorithms for solving a fourth-order equation with the spectral-Galerkin method. SIAM J. Sci. Comput. 18, 621–632 (1997)
Bonito A., Nochetto R.H., Pauletti M.S.: Parametric FEM for geometric biomembranes. J. Comput. Phys. 229, 3171–3188 (2010)
Bornemann F.: An adaptive multilevel approach to parabolic problems. Part III: 2D error estimation and multilevel preconditioning. IMPACT Comput. Sci. Eng. 4(1), 1–45 (1992)
Braess D., Peisker P.: On the numerical solution of the biharmonic equation and the role of squaring matrices for preconditioning. IMA J. Numer. Anal. 6, 393–404 (1986)
Bramble, J.H.: Multigrid methods. In: Pitman Research Notes in Mathematical Sciences, vol. 294. Longman Scientific & Technical, Essex, England (1993)
Bramble J.H., Pasciak J.E., Xu J.: Parallel multilevel preconditioners. Math. Comput. 55, 1–22 (1990)
Bramble J., Pasciak J., Vassilevski P.S.: Computational scales of Sobolev norms with application to preconditioning. Math. Comput. 69, 463–480 (2000)
Bramble, J.H., Zhang, X.: The analysis of multigrid methods. In: Handbook of Numerical Analysis, vol. VII, pp. 173–415. North-Holland, Amsterdam (2000)
Cahn J.W., Elliott C.M., Novick-Cohen A.: The Cahn-Hilliard equation with a concentration dependent mobility: motion by minus the Laplacian of the mean curvature. Eur. J. Appl. Math. 7, 287–301 (1996)
Clarenz U., Diewald U., Dziuk G., Rumpf M., Rusu R.: A finite element method for surface restoration with smooth boundary conditions. Comput. Aided Geom. Des. 21, 427–445 (2004)
Chen, L., Zhang, C.-S.: AFEM@matlab: a Matlab package of adaptive finite element methods. Technique report, Department of Mathematics, University of Maryland at College Park (2006)
Deckelnick K., Dziuk G., Elliott C.M.: Computation of geometric partial differential equations and mean curvature flow. Acta Numer. 14, 139–232 (2005)
Du Q.: A phase field formulation of the Willmore problem. Nonlinearity 18, 1249–1267 (2005)
Du Q., Wang X.: Modelling and simulations of multi-component lipid membranes and open membranes via diffuse interface approaches. J. Math. Biol. 56, 347–371 (2008)
Du Q., Li M., Liu C.: Analysis of a phase field Navier-Stokes vesicle-fluid interaction model. Disc. Cont. Dyn. Sys. B 8, 539–556 (2007)
Dziuk G.: An algorithm for evolutionary surfaces. Numer. Math. 58, 603–611 (1991)
Dziuk G.: Computational parametric Willmore flow. Numer. Math. 111, 55–80 (2008)
Goldstein C.I., Manteuffel T.A., Parter S.V.: Preconditioning and boundary condtions without H 2 estimates: L 2 condition numbers and the distribution of the singular values. SIAM J. Numer. Anal. 30(2), 343–376 (1993)
Golub G.H., van Loan Ch.: Matrix Computations, 2nd edn. Johns Hopkins University Press, Baltimore (1989)
Grün G.: On the convergence of entropy consistent schemes for lubrication type equations in multiple space dimensions. Math. Comput. 72, 1251–1279 (2003)
Grün G., Rumpf M.: Nonnegativity preserving convergent schemes for the thin film equation. Numer. Math. 87, 113–152 (2000)
Hackbusch, W.: Multigrid methods and applications. In: Computational Mathematics, vol. 4. Springer-Verlag, Berlin (1985)
Hanisch, M.R.: Multigrid preconditioning for mixed finite element methods. PhD thesis, Cornell University (1991)
Nachtigal N.L., Reddy S.C., Trefethen L.N.: How fast are nonsymmetric matrix iterations?. SIAM J. Matrix Anal. Appl. 13, 778–795 (1992)
Oswald, P.: Multilevel Finite Element Approximation, Theory and Applications. Teubner Skripten zur Numerik. Teubner Verlag, Stuttgart (1994)
Rusu R.E.: An algorithm for the elastic flow of surfaces. Interfaces Free Bound. 7, 229–239 (2005)
Saad, Y.: Iterative Methods for Sparse Linear Systems, 2nd edn. SIAM (2003)
Schmidt, A., Siebert, K.G.: Design of adaptive finite element software: the finite element toolbox ALBERTA. In: Springer LNCSE Series 42 (2005)
Silvester D., Mihajlović M.D.: A black-box multigrid preconditioner for the biharmonic equation. BIT 44, 151–163 (2004)
Silvester D., Mihajlović M.D.: Efficient parallel solvers for the biharmonic equation. Parallel Comput. 30, 35–55 (2004)
Song Y.: A note on the variation of the spectrum of an arbitrary matrix. Linear Algebra Appl. 342, 41–46 (2002)
Trefethen L.N., Embree M.: Spectra and Pseudospectra. The Behavior of Nonnormal Matrices and Operators. Princeton University Press, Princeton (2005)
Widlund, O.B.: Some Schwarz methods for symmetric and nonsymmetric elliptic problems. In: Keyes, D.E., Chan, T.F., Meurant, G.A., Scroggs, J.S., Voigt, R.G. (eds.) Fifth International Symposium on Domain Decomposition Methods for Partial Differential Equations, Philadelphia, pp. 19–36. SIAM (1992)
Wu H., Chen Z.: Uniform convergence of multigrid v-cycle on adaptively refined finite element meshes for second order elliptic problems. Sci. China: Ser. A Math. 49, 1–28 (2006)
Xu J.: Iterative methods by space decomposition and subspace correction. SIAM Rev. 34, 581–613 (1992)
Xu, J., Chen, L., Nochetto, R.H.: Optimal multilevel methods for H(grad), H(curl), and H(div) systems on graded and unstructured grids. In: DeVore, R., Kunoth, A. (eds.) Multiscale, Nonlinear and Adaptive Approximation, pp. 599–659. Springer, Berlin (2009)
Xu J., Zikatanov L.: The method of alternating projections and the method of subspace corrections in Hilbert space. J. Am. Math. Soc. 15, 573–597 (2002)
Yserentant H.: Old and new convergence proofs for multigrid methods. Acta Numer. 2, 285–326 (1993)
Zhang X.: Multilevel Schwarz methods. Numer. Math. 63, 521–539 (1992)
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P. Morin partially supported by CONICET through Grant PIP 5811, ANPCyT through Grant PICT 2008-0622 and Universidad Nacional del Litoral through Grant CAI+D PI-62-312. R. H. Nochetto partially supported by NSF grants DMS-0505454, DMS-0807811 and INT-0126272.
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Bänsch, E., Morin, P. & Nochetto, R.H. Preconditioning a class of fourth order problems by operator splitting. Numer. Math. 118, 197–228 (2011). https://doi.org/10.1007/s00211-010-0333-4
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DOI: https://doi.org/10.1007/s00211-010-0333-4