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Erschienen in: Journal of Scientific Computing 1/2016

05.03.2016

Fast Multilevel Solvers for a Class of Discrete Fourth Order Parabolic Problems

verfasst von: Bin Zheng, Luoping Chen, Xiaozhe Hu, Long Chen, Ricardo H. Nochetto, Jinchao Xu

Erschienen in: Journal of Scientific Computing | Ausgabe 1/2016

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Abstract

In this paper, we study fast iterative solvers for the solution of fourth order parabolic equations discretized by mixed finite element methods. We propose to use consistent mass matrix in the discretization and use lumped mass matrix to construct efficient preconditioners. We provide eigenvalue analysis for the preconditioned system and estimate the convergence rate of the preconditioned GMRes method. Furthermore, we show that these preconditioners only need to be solved inexactly by optimal multigrid algorithms. Our numerical examples indicate that the proposed preconditioners are very efficient and robust with respect to both discretization parameters and diffusion coefficients. We also investigate the performance of multigrid algorithms with either collective smoothers or distributive smoothers when solving the preconditioner systems.

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Literatur
1.
Zurück zum Zitat Asaro, R.J., Tiller, W.A.: Interface morphology development during stress corrosion cracking: part I. Via surface diffusion. Metall. Trans. 3(7), 1789–1796 (1972)CrossRef Asaro, R.J., Tiller, W.A.: Interface morphology development during stress corrosion cracking: part I. Via surface diffusion. Metall. Trans. 3(7), 1789–1796 (1972)CrossRef
2.
Zurück zum Zitat Axelsson, O., Boyanova, P., Kronbichler, M., Neytcheva, M., Wu, X.: Numerical and computational efficiency of solvers for two-phase problems. Comput. Math. Appl. 65(3), 301–314 (2013)MathSciNetCrossRefMATH Axelsson, O., Boyanova, P., Kronbichler, M., Neytcheva, M., Wu, X.: Numerical and computational efficiency of solvers for two-phase problems. Comput. Math. Appl. 65(3), 301–314 (2013)MathSciNetCrossRefMATH
3.
Zurück zum Zitat Axelsson, O., Neytcheva, M.: Operator splitting for solving nonlinear, coupled multiphysics problems with application to numerical solution of an interface problem. TR2011-009 Institute for Information Technology, Uppsala University (2011) Axelsson, O., Neytcheva, M.: Operator splitting for solving nonlinear, coupled multiphysics problems with application to numerical solution of an interface problem. TR2011-009 Institute for Information Technology, Uppsala University (2011)
4.
Zurück zum Zitat Bai, Z.-Z., Benzi, M., Chen, F., Wang, Z.-Q.: Preconditioned MHSS iteration methods for a class of block two-by-two linear systems with applications to distributed control problems. IMA J. Numer. Anal. 33(1), 343–369 (2013)MathSciNetCrossRefMATH Bai, Z.-Z., Benzi, M., Chen, F., Wang, Z.-Q.: Preconditioned MHSS iteration methods for a class of block two-by-two linear systems with applications to distributed control problems. IMA J. Numer. Anal. 33(1), 343–369 (2013)MathSciNetCrossRefMATH
5.
Zurück zum Zitat Bai, Z.-Z., Chen, F., Wang, Z.-Q.: Additive block diagonal preconditioning for block two-by-two linear systems of skew-Hamiltonian coefficient matrices. Numer. Algorithms 62(4), 655–675 (2013)MathSciNetCrossRefMATH Bai, Z.-Z., Chen, F., Wang, Z.-Q.: Additive block diagonal preconditioning for block two-by-two linear systems of skew-Hamiltonian coefficient matrices. Numer. Algorithms 62(4), 655–675 (2013)MathSciNetCrossRefMATH
6.
Zurück zum Zitat Bai, Z.-Z., Golub, G.H., Ng, M.K.: Hermitian and skew-Hermitian splitting methods for non-Hermitian positive definite linear systems. SIAM J. Matrix Anal. Appl. 24(3), 603–626 (2003)MathSciNetCrossRefMATH Bai, Z.-Z., Golub, G.H., Ng, M.K.: Hermitian and skew-Hermitian splitting methods for non-Hermitian positive definite linear systems. SIAM J. Matrix Anal. Appl. 24(3), 603–626 (2003)MathSciNetCrossRefMATH
7.
Zurück zum Zitat Baňas, L., Nürnberg, R.: A multigrid method for the Cahn–Hilliard equation with obstacle potential. Appl. Math. Comput. 213(2), 290–303 (2009)MathSciNetMATH Baňas, L., Nürnberg, R.: A multigrid method for the Cahn–Hilliard equation with obstacle potential. Appl. Math. Comput. 213(2), 290–303 (2009)MathSciNetMATH
8.
Zurück zum Zitat Bänsch, E., Morin, P., Nochetto, R.H.: Surface diffusion of graphs: variational formulation, error analysis, and simulation. SIAM J. Numer. Anal. 42(2), 773–799 (2004)MathSciNetCrossRefMATH Bänsch, E., Morin, P., Nochetto, R.H.: Surface diffusion of graphs: variational formulation, error analysis, and simulation. SIAM J. Numer. Anal. 42(2), 773–799 (2004)MathSciNetCrossRefMATH
9.
Zurück zum Zitat Bänsch, E., Morin, P., Nochetto, R.H.: A finite element method for surface diffusion: the parametric case. J. Comput. Phys. 203(1), 321–343 (2005)MathSciNetCrossRefMATH Bänsch, E., Morin, P., Nochetto, R.H.: A finite element method for surface diffusion: the parametric case. J. Comput. Phys. 203(1), 321–343 (2005)MathSciNetCrossRefMATH
10.
Zurück zum Zitat Bänsch, E., Morin, P., Nochetto, R.H.: Preconditioning a class of fourth order problems by operator splitting. Numer. Math. 118(2), 197–228 (2011)MathSciNetCrossRefMATH Bänsch, E., Morin, P., Nochetto, R.H.: Preconditioning a class of fourth order problems by operator splitting. Numer. Math. 118(2), 197–228 (2011)MathSciNetCrossRefMATH
11.
Zurück zum Zitat Barrett, J.W., Blowey, J.F., Garcke, H.: Finite element approximation of the Cahn–Hilliard equation with degenerate mobility. SIAM J. Numer. Anal. 37(1), 286–318 (1999)MathSciNetCrossRefMATH Barrett, J.W., Blowey, J.F., Garcke, H.: Finite element approximation of the Cahn–Hilliard equation with degenerate mobility. SIAM J. Numer. Anal. 37(1), 286–318 (1999)MathSciNetCrossRefMATH
12.
Zurück zum Zitat Benzi, M., Golub, G.H.: A preconditioner for generalized saddle point problems. SIAM J. Matrix Anal. Appl. 26(1), 20–41 (2004)MathSciNetCrossRefMATH Benzi, M., Golub, G.H.: A preconditioner for generalized saddle point problems. SIAM J. Matrix Anal. Appl. 26(1), 20–41 (2004)MathSciNetCrossRefMATH
13.
Zurück zum Zitat Bertozzi, A.L., Esedoglu, S., Gillette, A.: Inpainting of binary images using the Cahn–Hilliard equation. IEEE Trans. Image Process. 16(1), 285–291 (2007)MathSciNetCrossRefMATH Bertozzi, A.L., Esedoglu, S., Gillette, A.: Inpainting of binary images using the Cahn–Hilliard equation. IEEE Trans. Image Process. 16(1), 285–291 (2007)MathSciNetCrossRefMATH
14.
Zurück zum Zitat Blowey, J.F., Elliott, C.M.: The Cahn–Hilliard gradient theory for phase separation with non-smooth free energy part I: mathematical analysis. Eur. J. Appl. Math. 2(3), 233–280 (1991)MathSciNetCrossRefMATH Blowey, J.F., Elliott, C.M.: The Cahn–Hilliard gradient theory for phase separation with non-smooth free energy part I: mathematical analysis. Eur. J. Appl. Math. 2(3), 233–280 (1991)MathSciNetCrossRefMATH
15.
Zurück zum Zitat Blowey, J.F., Elliott, C.M.: The Cahn–Hilliard gradient theory for phase separation with non-smooth free energy. Part II: numerical analysis. Eur. J. Appl. Math. 3, 147–179 (1992)MathSciNetCrossRefMATH Blowey, J.F., Elliott, C.M.: The Cahn–Hilliard gradient theory for phase separation with non-smooth free energy. Part II: numerical analysis. Eur. J. Appl. Math. 3, 147–179 (1992)MathSciNetCrossRefMATH
16.
Zurück zum Zitat Bosch, J., Kay, D., Stoll, M., Wathen, A.J.: Fast solvers for Cahn–Hilliard inpainting. SIAM J. Imaging Sci. 7(1), 67–97 (2014)MathSciNetCrossRefMATH Bosch, J., Kay, D., Stoll, M., Wathen, A.J.: Fast solvers for Cahn–Hilliard inpainting. SIAM J. Imaging Sci. 7(1), 67–97 (2014)MathSciNetCrossRefMATH
17.
Zurück zum Zitat Bosch, J., Stoll, M., Benner, P.: Fast solution of Cahn–Hilliard variational inequalities using implicit time discretization and finite elements. J. Comput. Phys. 262, 38–57 (2014)MathSciNetCrossRef Bosch, J., Stoll, M., Benner, P.: Fast solution of Cahn–Hilliard variational inequalities using implicit time discretization and finite elements. J. Comput. Phys. 262, 38–57 (2014)MathSciNetCrossRef
18.
Zurück zum Zitat Boyanova, P., Do-Quang, M., Neytcheva, M.: Efficient preconditioners for large scale binary Cahn–Hilliard models. Comput. Methods Appl. Math. 12(1), 1–22 (2012)MathSciNetCrossRefMATH Boyanova, P., Do-Quang, M., Neytcheva, M.: Efficient preconditioners for large scale binary Cahn–Hilliard models. Comput. Methods Appl. Math. 12(1), 1–22 (2012)MathSciNetCrossRefMATH
19.
Zurück zum Zitat Boyanova, P., Neytcheva, M.: Efficient numerical solution of discrete multi-component Cahn–Hilliard systems. Comput. Math. Appl. 67(1), 106–121 (2014)MathSciNetCrossRef Boyanova, P., Neytcheva, M.: Efficient numerical solution of discrete multi-component Cahn–Hilliard systems. Comput. Math. Appl. 67(1), 106–121 (2014)MathSciNetCrossRef
20.
Zurück zum Zitat Brandt, A., Dinar, N.: Multi-grid solutions to elliptic flow problems. Numerical Methods for Partial Differential Equations, pp. 53–147 (1979) Brandt, A., Dinar, N.: Multi-grid solutions to elliptic flow problems. Numerical Methods for Partial Differential Equations, pp. 53–147 (1979)
21.
Zurück zum Zitat Brenner, S.C., Scott, R.: The Mathematical Theory of Finite Element Methods, vol. 15. Springer, Berlin (2008)MATH Brenner, S.C., Scott, R.: The Mathematical Theory of Finite Element Methods, vol. 15. Springer, Berlin (2008)MATH
22.
Zurück zum Zitat Cahn, J.W., Hilliard, J.E.: Free energy of a nonuniform system. I. Interfacial free energy. J. Chem. Phys. 28(2), 258–267 (2004)CrossRef Cahn, J.W., Hilliard, J.E.: Free energy of a nonuniform system. I. Interfacial free energy. J. Chem. Phys. 28(2), 258–267 (2004)CrossRef
23.
Zurück zum Zitat Chen, C.M., Thomée, V.: The lumped mass finite element method for a parabolic problem. J. Aust. Math. Soc. Ser. B Appl. Math. 26(03), 329–354 (1985)MathSciNetCrossRefMATH Chen, C.M., Thomée, V.: The lumped mass finite element method for a parabolic problem. J. Aust. Math. Soc. Ser. B Appl. Math. 26(03), 329–354 (1985)MathSciNetCrossRefMATH
24.
Zurück zum Zitat Chen, L.: iFEM: an integrated finite element methods package in MATLAB. Technical Report, University of California at Irvine (2009) Chen, L.: iFEM: an integrated finite element methods package in MATLAB. Technical Report, University of California at Irvine (2009)
25.
Zurück zum Zitat Chen, L.: Multigrid methods for constrained minimization problems and application to saddle point problems. Submitted (2014) Chen, L.: Multigrid methods for constrained minimization problems and application to saddle point problems. Submitted (2014)
26.
Zurück zum Zitat Chen, L.: Multigrid methods for saddle point systems using constrained smoothers. Comput. Math. Appl. 70(12), 2854–2866 (2015)MathSciNetCrossRef Chen, L.: Multigrid methods for saddle point systems using constrained smoothers. Comput. Math. Appl. 70(12), 2854–2866 (2015)MathSciNetCrossRef
27.
Zurück zum Zitat Choo, S.M., Lee, Y.J.: A discontinuous Galerkin method for the Cahn–Hilliard equation. J. Appl. Math. Comput. 18(1–2), 113–126 (2005)MathSciNetCrossRefMATH Choo, S.M., Lee, Y.J.: A discontinuous Galerkin method for the Cahn–Hilliard equation. J. Appl. Math. Comput. 18(1–2), 113–126 (2005)MathSciNetCrossRefMATH
28.
Zurück zum Zitat Christon, M.A.: The influence of the mass matrix on the dispersive nature of the semi-discrete, second-order wave equation. Comput. Methods Appl. Mech. Eng. 173(1), 147–166 (1999)CrossRefMATH Christon, M.A.: The influence of the mass matrix on the dispersive nature of the semi-discrete, second-order wave equation. Comput. Methods Appl. Mech. Eng. 173(1), 147–166 (1999)CrossRefMATH
29.
Zurück zum Zitat Du, Q., Nicolaides, R.A.: Numerical analysis of a continuum model of phase transition. SIAM J. Numer. Anal. 28(5), 1310–1322 (1991)MathSciNetCrossRefMATH Du, Q., Nicolaides, R.A.: Numerical analysis of a continuum model of phase transition. SIAM J. Numer. Anal. 28(5), 1310–1322 (1991)MathSciNetCrossRefMATH
30.
Zurück zum Zitat Elliott, C.M.: The Cahn–Hilliard model for the kinetics of phase separation. In: Rodrigues, J.F. (ed.) Mathematical Models for Phase Change Problems, pp. 35–73. Springer (1989) Elliott, C.M.: The Cahn–Hilliard model for the kinetics of phase separation. In: Rodrigues, J.F. (ed.) Mathematical Models for Phase Change Problems, pp. 35–73. Springer (1989)
31.
Zurück zum Zitat Elliott, C.M., French, D.A.: Numerical studies of the Cahn–Hilliard equation for phase separation. IMA J. Appl. Math. 38(2), 97–128 (1987)MathSciNetCrossRefMATH Elliott, C.M., French, D.A.: Numerical studies of the Cahn–Hilliard equation for phase separation. IMA J. Appl. Math. 38(2), 97–128 (1987)MathSciNetCrossRefMATH
32.
Zurück zum Zitat Elliott, C.M., French, D.A.: A nonconforming finite-element method for the two-dimensional Cahn–Hilliard equation. SIAM J. Numer. Anal. 26(4), 884–903 (1989)MathSciNetCrossRefMATH Elliott, C.M., French, D.A.: A nonconforming finite-element method for the two-dimensional Cahn–Hilliard equation. SIAM J. Numer. Anal. 26(4), 884–903 (1989)MathSciNetCrossRefMATH
33.
Zurück zum Zitat Elliott, C.M., French, D.A., Milner, F.A.: A second order splitting method for the Cahn–Hilliard equation. Numer. Math. 54(5), 575–590 (1989)MathSciNetCrossRefMATH Elliott, C.M., French, D.A., Milner, F.A.: A second order splitting method for the Cahn–Hilliard equation. Numer. Math. 54(5), 575–590 (1989)MathSciNetCrossRefMATH
34.
Zurück zum Zitat Elliott, C.M., Larsson, S.: Error estimates with smooth and nonsmooth data for a finite element method for the Cahn–Hilliard equation. Math. Comput. 58(198), 603–630 (1992)MathSciNetCrossRefMATH Elliott, C.M., Larsson, S.: Error estimates with smooth and nonsmooth data for a finite element method for the Cahn–Hilliard equation. Math. Comput. 58(198), 603–630 (1992)MathSciNetCrossRefMATH
35.
Zurück zum Zitat Feng, X., Karakashian, O.: Fully discrete dynamic mesh discontinuous Galerkin methods for the Cahn–Hilliard equation of phase transition. Math. Comput. 76(259), 1093–1117 (2007)MathSciNetCrossRefMATH Feng, X., Karakashian, O.: Fully discrete dynamic mesh discontinuous Galerkin methods for the Cahn–Hilliard equation of phase transition. Math. Comput. 76(259), 1093–1117 (2007)MathSciNetCrossRefMATH
36.
Zurück zum Zitat Feng, X., Prohl, A.: Error analysis of a mixed finite element method for the Cahn–Hilliard equation. Numer. Math. 99(1), 47–84 (2004)MathSciNetCrossRefMATH Feng, X., Prohl, A.: Error analysis of a mixed finite element method for the Cahn–Hilliard equation. Numer. Math. 99(1), 47–84 (2004)MathSciNetCrossRefMATH
37.
Zurück zum Zitat Feng, X., Prohl, A.: Numerical analysis of the Cahn–Hilliard equation and approximation for the Hele–Shaw problem. J. Comput. Math. 26(6), 767–796 (2008)MathSciNet Feng, X., Prohl, A.: Numerical analysis of the Cahn–Hilliard equation and approximation for the Hele–Shaw problem. J. Comput. Math. 26(6), 767–796 (2008)MathSciNet
38.
Zurück zum Zitat Fried, I.: Bounds on the spectral and maximum norms of the finite element stiffness, flexibility and mass matrices. Int. J. Solids Struct. 9(9), 1013–1034 (1973)MathSciNetCrossRefMATH Fried, I.: Bounds on the spectral and maximum norms of the finite element stiffness, flexibility and mass matrices. Int. J. Solids Struct. 9(9), 1013–1034 (1973)MathSciNetCrossRefMATH
39.
Zurück zum Zitat Furihata, D.: A stable and conservative finite difference scheme for the Cahn–Hilliard equation. Numer. Math. 87(4), 675–699 (2001)MathSciNetCrossRefMATH Furihata, D.: A stable and conservative finite difference scheme for the Cahn–Hilliard equation. Numer. Math. 87(4), 675–699 (2001)MathSciNetCrossRefMATH
40.
Zurück zum Zitat Gaspar, F.J., Lisbona, F.J., Oosterlee, C.W., Wienands, R.: A systematic comparison of coupled and distributive smoothing in multigrid for the poroelasticity system. Numer. Linear Algebra Appl. 11(2–3), 93–113 (2004)MathSciNetCrossRefMATH Gaspar, F.J., Lisbona, F.J., Oosterlee, C.W., Wienands, R.: A systematic comparison of coupled and distributive smoothing in multigrid for the poroelasticity system. Numer. Linear Algebra Appl. 11(2–3), 93–113 (2004)MathSciNetCrossRefMATH
41.
Zurück zum Zitat Gräser, C., Kornhuber, R.: On preconditioned Uzawa-type iterations for a saddle point problem with inequality constraints. In: Widlund, O.B., Keyes, D.E. (eds.) Domain Decomposition Methods in Science and Engineering XVI, Volume 55 of Lecture Notes in Computational Science Engineering, pp. 91–102. Springer, Berlin (2007) Gräser, C., Kornhuber, R.: On preconditioned Uzawa-type iterations for a saddle point problem with inequality constraints. In: Widlund, O.B., Keyes, D.E. (eds.) Domain Decomposition Methods in Science and Engineering XVI, Volume 55 of Lecture Notes in Computational Science Engineering, pp. 91–102. Springer, Berlin (2007)
42.
Zurück zum Zitat Greer, J.B., Bertozzi, A.L.: \({H}^{1}\) solutions of a class of fourth order nonlinear equations for image processing. Discrete Contin. Dyn. Syst. 10(1/2), 349–366 (2004)MathSciNetMATH Greer, J.B., Bertozzi, A.L.: \({H}^{1}\) solutions of a class of fourth order nonlinear equations for image processing. Discrete Contin. Dyn. Syst. 10(1/2), 349–366 (2004)MathSciNetMATH
43.
Zurück zum Zitat Gresho, P.M., Lee, R.L., Sani, R.L.: Advection-dominated flows, with emphasis on the consequences of mass lumping. Finite Elem. Fluids 1, 335–350 (1978)MATH Gresho, P.M., Lee, R.L., Sani, R.L.: Advection-dominated flows, with emphasis on the consequences of mass lumping. Finite Elem. Fluids 1, 335–350 (1978)MATH
44.
Zurück zum Zitat He, Y., Liu, Y.: Stability and convergence of the spectral Galerkin method for the Cahn–Hilliard equation. Numer. Methods Partial Differ. Equ. 24(6), 1485–1500 (2008)MathSciNetCrossRefMATH He, Y., Liu, Y.: Stability and convergence of the spectral Galerkin method for the Cahn–Hilliard equation. Numer. Methods Partial Differ. Equ. 24(6), 1485–1500 (2008)MathSciNetCrossRefMATH
45.
Zurück zum Zitat Henn, S.: A multigrid method for a fourth-order diffusion equation with application to image processing. SIAM J. Sci. Comput. 27(3), 831–849 (2005)MathSciNetCrossRefMATH Henn, S.: A multigrid method for a fourth-order diffusion equation with application to image processing. SIAM J. Sci. Comput. 27(3), 831–849 (2005)MathSciNetCrossRefMATH
46.
Zurück zum Zitat Hinton, E., Rock, T., Zienkiewicz, O.C.: A note on mass lumping and related processes in the finite element method. Earthq. Eng. Struct. Dyn. 4(3), 245–249 (1976)CrossRef Hinton, E., Rock, T., Zienkiewicz, O.C.: A note on mass lumping and related processes in the finite element method. Earthq. Eng. Struct. Dyn. 4(3), 245–249 (1976)CrossRef
47.
Zurück zum Zitat Kay, D., Welford, R.: A multigrid finite element solver for the Cahn–Hilliard equation. J. Comput. Phys. 212(1), 288–304 (2006)MathSciNetCrossRefMATH Kay, D., Welford, R.: A multigrid finite element solver for the Cahn–Hilliard equation. J. Comput. Phys. 212(1), 288–304 (2006)MathSciNetCrossRefMATH
48.
Zurück zum Zitat Kim, J., Kang, K., Lowengrub, J.: Conservative multigrid methods for Cahn–Hilliard fluids. J. Comput. Phys. 193(2), 511–543 (2004)MathSciNetCrossRefMATH Kim, J., Kang, K., Lowengrub, J.: Conservative multigrid methods for Cahn–Hilliard fluids. J. Comput. Phys. 193(2), 511–543 (2004)MathSciNetCrossRefMATH
49.
Zurück zum Zitat King, B.B., Stein, O., Winkler, M.: A fourth-order parabolic equation modeling epitaxial thin film growth. J. Math. Anal. Appl. 286(2), 459–490 (2003)MathSciNetCrossRefMATH King, B.B., Stein, O., Winkler, M.: A fourth-order parabolic equation modeling epitaxial thin film growth. J. Math. Anal. Appl. 286(2), 459–490 (2003)MathSciNetCrossRefMATH
50.
Zurück zum Zitat Lass, O., Vallejos, M., Borzi, A., Douglas, C.C.: Implementation and analysis of multigrid schemes with finite elements for elliptic optimal control problems. Computing 84(1–2), 27–48 (2009)MathSciNetCrossRefMATH Lass, O., Vallejos, M., Borzi, A., Douglas, C.C.: Implementation and analysis of multigrid schemes with finite elements for elliptic optimal control problems. Computing 84(1–2), 27–48 (2009)MathSciNetCrossRefMATH
51.
Zurück zum Zitat Mullen, R., Belytschko, T.: Dispersion analysis of finite element semidiscretizations of the two-dimensional wave equation. Int. J. Numer. Methods Eng. 18(1), 11–29 (1982)MathSciNetCrossRefMATH Mullen, R., Belytschko, T.: Dispersion analysis of finite element semidiscretizations of the two-dimensional wave equation. Int. J. Numer. Methods Eng. 18(1), 11–29 (1982)MathSciNetCrossRefMATH
52.
Zurück zum Zitat Niclasen, D.A., Blackburn, H.M.: A comparison of mass lumping techniques for the two-dimensional Navier–Stokes equations.pdf. In: Twelfth Australasian Fluid Mechanics Conference, pp. 731–734. The Univesity of Sydney (1995) Niclasen, D.A., Blackburn, H.M.: A comparison of mass lumping techniques for the two-dimensional Navier–Stokes equations.pdf. In: Twelfth Australasian Fluid Mechanics Conference, pp. 731–734. The Univesity of Sydney (1995)
53.
Zurück zum Zitat Olshanskii, M.A., Reusken, A.: Navier–Stokes equations in rotation form: a robust multigrid solver for the velocity problem. SIAM J. Sci. Comput. 23(5), 1683–1706 (2002)MathSciNetCrossRefMATH Olshanskii, M.A., Reusken, A.: Navier–Stokes equations in rotation form: a robust multigrid solver for the velocity problem. SIAM J. Sci. Comput. 23(5), 1683–1706 (2002)MathSciNetCrossRefMATH
54.
55.
56.
Zurück zum Zitat Sun, Z.: A second-order accurate linearized difference scheme for the two-dimensional Cahn–Hilliard equation. Math. Comput. 64(212), 1463–1471 (1995)MathSciNetMATH Sun, Z.: A second-order accurate linearized difference scheme for the two-dimensional Cahn–Hilliard equation. Math. Comput. 64(212), 1463–1471 (1995)MathSciNetMATH
57.
Zurück zum Zitat Takacs, S., Zulehner, W.: Convergence analysis of multigrid methods with collective point smoothers for optimal control problems. Comput. Vis. Sci. 14(3), 131–141 (2011)MathSciNetCrossRefMATH Takacs, S., Zulehner, W.: Convergence analysis of multigrid methods with collective point smoothers for optimal control problems. Comput. Vis. Sci. 14(3), 131–141 (2011)MathSciNetCrossRefMATH
58.
Zurück zum Zitat Trefethen, L.N., Embree, M.: Spectra and Pseudospectra: The Behavior of Nonnormal Matrices and Operators. Princeton Univeristy Press, Princeton (2005)MATH Trefethen, L.N., Embree, M.: Spectra and Pseudospectra: The Behavior of Nonnormal Matrices and Operators. Princeton Univeristy Press, Princeton (2005)MATH
59.
Zurück zum Zitat Ushijima, T.: On the uniform convergence for the lumped mass approximation of the heat equation. J. Fac. Sci. Univ. Tokyo 24, 477–490 (1977)MathSciNetMATH Ushijima, T.: On the uniform convergence for the lumped mass approximation of the heat equation. J. Fac. Sci. Univ. Tokyo 24, 477–490 (1977)MathSciNetMATH
60.
Zurück zum Zitat Ushijima, T.: Error estimates for the lumped mass approximation of the heat equation. Mem. Numer. Math. 6, 65–82 (1979)MathSciNetMATH Ushijima, T.: Error estimates for the lumped mass approximation of the heat equation. Mem. Numer. Math. 6, 65–82 (1979)MathSciNetMATH
61.
Zurück zum Zitat Vanka, S.P.: Block-implicit multigrid solution of Navier–Stokes equations in primitive variables. J. Comput. Phys. 65, 138–158 (1986)MathSciNetCrossRefMATH Vanka, S.P.: Block-implicit multigrid solution of Navier–Stokes equations in primitive variables. J. Comput. Phys. 65, 138–158 (1986)MathSciNetCrossRefMATH
62.
Zurück zum Zitat Wang, M., Chen, L.: Multigrid methods for the stokes equations using distributive Gauss–Seidel relaxations based on the least squares commutator. J. Sci. Comput. 56(2), 409–431 (2013)MathSciNetCrossRefMATH Wang, M., Chen, L.: Multigrid methods for the stokes equations using distributive Gauss–Seidel relaxations based on the least squares commutator. J. Sci. Comput. 56(2), 409–431 (2013)MathSciNetCrossRefMATH
63.
Zurück zum Zitat Wise, S., Kim, J., Lowengrub, J.: Solving the regularized, strongly anisotropic Cahn–Hilliard equation by an adaptive nonlinear multigrid method. J. Comput. Phys. 226(1), 414–446 (2007)MathSciNetCrossRefMATH Wise, S., Kim, J., Lowengrub, J.: Solving the regularized, strongly anisotropic Cahn–Hilliard equation by an adaptive nonlinear multigrid method. J. Comput. Phys. 226(1), 414–446 (2007)MathSciNetCrossRefMATH
64.
Zurück zum Zitat Wittum, G.: Multigrid methods for Stokes and Navier–Stokes eqautions with transforming smoothers: algorithms and numerical results. Numer. Math. 54(5), 543–563 (1989)MathSciNetCrossRefMATH Wittum, G.: Multigrid methods for Stokes and Navier–Stokes eqautions with transforming smoothers: algorithms and numerical results. Numer. Math. 54(5), 543–563 (1989)MathSciNetCrossRefMATH
65.
Zurück zum Zitat Xia, Y., Xu, Y., Shu, C.W.: Local discontinuous Galerkin methods for the Cahn–Hilliard type equations. J. Comput. Phys. 227(1), 472–491 (2007)MathSciNetCrossRefMATH Xia, Y., Xu, Y., Shu, C.W.: Local discontinuous Galerkin methods for the Cahn–Hilliard type equations. J. Comput. Phys. 227(1), 472–491 (2007)MathSciNetCrossRefMATH
66.
Zurück zum Zitat Ye, X., Cheng, X.: The Fourier spectral method for the Cahn–Hilliard equations. Numer. Math. 171(1), 345–357 (2005)MathSciNetMATH Ye, X., Cheng, X.: The Fourier spectral method for the Cahn–Hilliard equations. Numer. Math. 171(1), 345–357 (2005)MathSciNetMATH
67.
Zurück zum Zitat Zhang, S., Wang, M.: A nonconforming finite element method for the Cahn–Hilliard equation. J. Comput. Phys. 229(19), 7361–7372 (2010)MathSciNetCrossRefMATH Zhang, S., Wang, M.: A nonconforming finite element method for the Cahn–Hilliard equation. J. Comput. Phys. 229(19), 7361–7372 (2010)MathSciNetCrossRefMATH
Metadaten
Titel
Fast Multilevel Solvers for a Class of Discrete Fourth Order Parabolic Problems
verfasst von
Bin Zheng
Luoping Chen
Xiaozhe Hu
Long Chen
Ricardo H. Nochetto
Jinchao Xu
Publikationsdatum
05.03.2016
Verlag
Springer US
Erschienen in
Journal of Scientific Computing / Ausgabe 1/2016
Print ISSN: 0885-7474
Elektronische ISSN: 1573-7691
DOI
https://doi.org/10.1007/s10915-016-0189-6

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