Abstract
Maximal regularity is a fundamental concept in the theory of partial differential equations. In this paper, we establish a fully discrete version of maximal regularity for parabolic equations on a polygonal or polyhedral domain \(\varOmega \). We derive various stability results in the discrete \(L^p(0,T;L^q(\varOmega ))\) norms for the finite element approximation with the mass-lumping to the linear heat equation. Our method of analysis is an operator theoretical one using pure imaginary powers of operators and might be a discrete version of the result of Dore and Venni. As an application, optimal order error estimates in those norms are proved. Furthermore, we study the finite element approximation for semilinear heat equations with locally Lipschitz continuous nonlinear terms and offer a new method for deriving optimal order error estimates. Some interesting auxiliary results including discrete Gagliardo–Nirenberg and Sobolev inequalities are also presented.
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Adams, R.A., Fournier, J.F.: Sobolev Spaces, 2nd edn. Elsevier, Amsterdam (2003)
Amann, H.: Linear and Quasilinear Parabolic Problems. Vol. I: Abstract Linear Theory. Birkhäuser Boston, Inc., Boston (1995)
Amann, H.: Quasilinear parabolic problems via maximal regularity. Adv. Differ. Equ. 10(10), 1081–1110 (2005)
Ashyralyev, A., Piskarev, S., Weis, L.: On well-posedness of difference schemes for abstract parabolic equations in \(L^p([0, T];E)\) spaces. Numer. Funct. Anal. Optim. 23(7–8), 669–693 (2002)
Ashyralyev, A., Sobolevskiĭ, P.E.: Well-Posedness of Parabolic Difference Equations. Birkhäuser, Basel (1994)
Bank, R.E., Yserentant, H.: On the \(H^1\)-stability of the \(L_2\)-projection onto finite element spaces. Numer. Math. 126(2), 361–381 (2014)
Berger, M., Kohn, R.V.: A rescaling algorithm for the numerical calculation of blowing-up solutions. Commun. Pure Appl. Math. 41(6), 841–863 (1988)
Blunck, S.: Maximal regularity of discrete and continuous time evolution equations. Stud. Math. 146(2), 157–176 (2001)
Bramble, J.H., Pasciak, J.E., Steinbach, O.: On the stability of the \(L^2\) projection in \(H^1(\Omega )\). Math. Comp. 71(237), 147–156 (2002)
Brenner, S.C., Scott, L.R.: The Mathematical Theory of Finite Element Methods, third edn. Springer, New York (2008)
Brezis, H.: Functional Analysis, Sobolev Spaces and Partial Differential Equations. Springer, New York (2011)
Coifman, R.R., Weiss, G.: Transference Methods in Analysis. American Mathematical Society, Providence (1976)
Crouzeix, M., Thomée, V.: Resolvent estimates in \(l_p\) for discrete Laplacians on irregular meshes and maximum-norm stability of parabolic finite difference schemes. Comput. Methods Appl. Math. 1(1), 3–17 (2001)
Demlow, A., Leykekhman, D., Schatz, A.H., Wahlbin, L.B.: Best approximation property in the \(W^{1}_{\infty }\) norm for finite element methods on graded meshes. Math. Comp. 81(278), 743–764 (2012)
Denk, R., Hieber, M., Prüss, J.: \(\cal{R}\)-boundedness, Fourier multipliers and problems of elliptic and parabolic type. Mem. Am. Math. Soc. 166(788), viii+114 (2003)
Dore, G.: \(L^p\) regularity for abstract differential equations. In: Hikosaburo Komatsu (ed.) Functional Analysis and Related Topics, 1991 (Kyoto), Volume 1540 of Lecture Notes in Mathematics, pp. 25–38. Springer, Berlin (1993)
Dore, G., Venni, A.: On the closedness of the sum of two closed operators. Math. Z. 196(2), 189–201 (1987)
Duong, X.T.: \(H_\infty \) functional calculus of second order elliptic partial differential operators on \(L^p\) spaces. In: Proceedings of the Centre for Mathematics and its Applications Australian National University on Miniconference on Operators in Analysis (Sydney, 1989), vol. 24, pp. 91–102. Australian National University, Canberra (1990)
Eriksson, K., Johnson, C., Larsson, S.: Adaptive finite element methods for parabolic problems. VI. Analytic semigroups. SIAM J. Numer. Anal. 35(4), 1315–1325 (1998)
Farwig, R., Kozono, H., Sohr, H.: An \(L^q\)-approach to Stokes and Navier–Stokes equations in general domains. Acta Math. 195, 21–53 (2005)
Fujii, H.: Some remarks on finite element analysis of time-dependent field problems. In: Proceedings of the 1973 Tokyo Seminar on Finite Element Analysis, Theory and Practice in Finite Element Structural Analysis, pp. 91–106. University of Tokyo Press, Tokyo (1973)
Fujita, H., Saito, N., Suzuki, T.: Operator Theory and Numerical Methods. North-Holland Publishing Co., Amsterdam (2001)
Gavrilyuk, I.P., Makarov, V.L.: Exponentially convergent algorithms for the operator exponential with applications to inhomogeneous problems in Banach spaces. SIAM J. Numer. Anal. 43(5), 2144–2171 (2005)
Geissert, M.: Discrete maximal \(L_p\) regularity for finite element operators. SIAM J. Numer. Anal. 44(2), 677–698 (2006)
Geissert, M.: Applications of discrete maximal \(L_p\) regularity for finite element operators. Numer. Math. 108(1), 121–149 (2007)
Grisvard, P.: Elliptic Problems in Nonsmooth Domains. Pitman (Advanced Publishing Program), Boston (1985)
Hansbo, A.: Strong stability and non-smooth data error estimates for discretizations of linear parabolic problems. BIT 42(2), 351–379 (2002)
Kemmochi, T.: Discrete maximal regularity for abstract Cauchy problems. Stud. Math. 234(3), 241–263 (2016)
Knabner, P., Angermann, L.: Numerical Methods for Elliptic and Parabolic Partial Differential Equations. Springer, New York (2003)
Kovács, B., Li, B., Lubich, C.: A-stable time discretizations preserve maximal parabolic regularity. SIAM J. Numer. Anal. 54(6), 3600–3624 (2016)
Kunstmann, P.C., Weis, L.: Maximal \(L_p\)-regularity for parabolic equations, Fourier multiplier theorems and \(H^\infty \)-functional calculus. In: Functional Analytic Methods for Evolution Equations, Volume 1855 of Lecture Notes in Mathematics, pp. 65–311. Springer, Berlin (2004)
Leykekhman, D., Vexler, B.: Discrete maximal parabolic regularity for Galerkin finite element methods. Numer. Math. 135(3), 923–952 (2017)
Li, B.: Maximum-norm stability and maximal \(L^p\) regularity of FEMs for parabolic equations with Lipschitz continuous coefficients. Numer. Math. 131(3), 489–516 (2015)
Li, B., Sun, W.: Maximal \(L^p\) analysis of finite element solutions for parabolic equations with nonsmooth coefficients in convex polyhedra. Math. Comp. 86(305), 1071–1102 (2017)
Li, B., Sun, W.: Maximal regularity of fully discrete finite element solutions of parabolic equations. SIAM J. Numer. Anal. 55(2), 521–542 (2017)
Lunardi, A.: Interpolation Theory, second edn. Edizioni della Normale, Pisa (2009)
Pazy, A.: Semigroups of Linear Operators and Applications to Partial Differential Equations. Springer, New York (1983)
Saito, N.: Conservative upwind finite-element method for a simplified Keller–Segel system modelling chemotaxis. IMA J. Numer. Anal. 27(2), 332–365 (2007)
Saito, N.: Error analysis of a conservative finite-element approximation for the Keller–Segel system of chemotaxis. Commun. Pure Appl. Anal. 11(1), 339–364 (2012)
Schatz, A.H., Thomée, V., Wahlbin, L.B.: Stability, analyticity, and almost best approximation in maximum norm for parabolic finite element equations. Commun. Pure Appl. Math. 51(11–12), 1349–1385 (1998)
Thomée, V.: Galerkin Finite Element Methods for Parabolic Problems, second edn. Springer, Berlin (2006)
Thomée, V., Wahlbin, L.B.: Stability and analyticity in maximum-norm for simplicial Lagrange finite element semidiscretizations of parabolic equations with Dirichlet boundary conditions. Numer. Math. 87(2), 373–389 (2000)
Thomée, V., Wahlbin, L.B.: On the existence of maximum principles in parabolic finite element equations. Math. Comp. 77(261), 11–19 (2008)
Weis, L.: Operator-valued Fourier multiplier theorems and maximal \(L_p\)-regularity. Math. Ann. 319(4), 735–758 (2001)
Zhou, G., Saito, N.: Finite volume methods for a Keller–Segel system: discrete energy, error estimates and numerical blow-up analysis. Numer. Math. 135(1), 265–311 (2017)
Acknowledgements
The first author was supported by the Program for Leading Graduate Schools, MEXT, Japan and JSPS KAKENHI Grant No. 15J07471, Japan. The second author was supported by JST CREST Grant No. JPMJCR15D1, Japan and by JSPS KAKENHI Grant Nos. 15H03635 and 15K13454, Japan. The authors would like to thank the anonymous reviewer for valuable comments and suggestions to improve the quality of the paper.
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Kemmochi, T., Saito, N. Discrete maximal regularity and the finite element method for parabolic equations. Numer. Math. 138, 905–937 (2018). https://doi.org/10.1007/s00211-017-0929-z
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DOI: https://doi.org/10.1007/s00211-017-0929-z