Multilevel methods for nonuniformly elliptic operators and fractional diffusion
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- by Long Chen, Ricardo H. Nochetto, Enrique Otárola and Abner J. Salgado;
- Math. Comp. 85 (2016), 2583-2607
- DOI: https://doi.org/10.1090/mcom/3089
- Published electronically: March 3, 2016
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Abstract:
We develop and analyze multilevel methods for nonuniformly elliptic operators whose ellipticity holds in a weighted Sobolev space with an $A_2$–Muckenhoupt weight. Using the so-called Xu-Zikatanov (XZ) identity, we derive a nearly uniform convergence result under the assumption that the underlying mesh is quasi-uniform. As an application we also consider the so-called $\alpha$-harmonic extension to localize fractional powers of elliptic operators. Motivated by the scheme proposed by the second, third and fourth authors, we present a multilevel method with line smoothers and obtain a nearly uniform convergence result on anisotropic meshes. Numerical experiments illustrate the performance of our method.References
- Thomas Apel and Joachim Schöberl, Multigrid methods for anisotropic edge refinement, SIAM J. Numer. Anal. 40 (2002), no. 5, 1993–2006. MR 1950630, DOI 10.1137/S0036142900375414
- Daniel Arroyo, Alexei Bespalov, and Norbert Heuer, On the finite element method for elliptic problems with degenerate and singular coefficients, Math. Comp. 76 (2007), no. 258, 509–537. MR 2291826, DOI 10.1090/S0025-5718-06-01910-7
- Peter W. Bates, On some nonlocal evolution equations arising in materials science, Nonlinear dynamics and evolution equations, Fields Inst. Commun., vol. 48, Amer. Math. Soc., Providence, RI, 2006, pp. 13–52. MR 2223347
- Zakaria Belhachmi, Christine Bernardi, and Simone Deparis, Weighted Clément operator and application to the finite element discretization of the axisymmetric Stokes problem, Numer. Math. 105 (2006), no. 2, 217–247. MR 2262757, DOI 10.1007/s00211-006-0039-9
- M. Š. Birman and M. Z. Solomjak, Spektral′naya teoriya samosopryazhennykh operatorov v gil′bertovom prostranstve, Leningrad. Univ., Leningrad, 1980 (Russian). MR 609148
- Andrea Bonito and Joseph E. Pasciak, Numerical approximation of fractional powers of elliptic operators, Math. Comp. 84 (2015), no. 295, 2083–2110. MR 3356020, DOI 10.1090/S0025-5718-2015-02937-8
- James H. Bramble and Joseph E. Pasciak, New convergence estimates for multigrid algorithms, Math. Comp. 49 (1987), no. 180, 311–329. MR 906174, DOI 10.1090/S0025-5718-1987-0906174-X
- James H. Bramble, Joseph E. Pasciak, Jun Ping Wang, and Jinchao Xu, Convergence estimates for multigrid algorithms without regularity assumptions, Math. Comp. 57 (1991), no. 195, 23–45. MR 1079008, DOI 10.1090/S0025-5718-1991-1079008-4
- James H. Bramble, Joseph E. Pasciak, Jun Ping Wang, and Jinchao Xu, Convergence estimates for product iterative methods with applications to domain decomposition, Math. Comp. 57 (1991), no. 195, 1–21. MR 1090464, DOI 10.1090/S0025-5718-1991-1090464-8
- James H. Bramble and Xuejun Zhang, The analysis of multigrid methods, Handbook of numerical analysis, Vol. VII, Handb. Numer. Anal., VII, North-Holland, Amsterdam, 2000, pp. 173–415. MR 1804746
- James H. Bramble and Xuejun Zhang, Uniform convergence of the multigrid $V$-cycle for an anisotropic problem, Math. Comp. 70 (2001), no. 234, 453–470. MR 1709148, DOI 10.1090/S0025-5718-00-01222-9
- Achi Brandt, Multi-level adaptive solutions to boundary-value problems, Math. Comp. 31 (1977), no. 138, 333–390. MR 431719, DOI 10.1090/S0025-5718-1977-0431719-X
- Achi Brandt, Multigrid techniques: 1984 guide with applications to fluid dynamics, GMD-Studien [GMD Studies], vol. 85, Gesellschaft für Mathematik und Datenverarbeitung mbH, St. Augustin, 1984. MR 772748
- Susanne C. Brenner and L. Ridgway Scott, The mathematical theory of finite element methods, 3rd ed., Texts in Applied Mathematics, vol. 15, Springer, New York, 2008. MR 2373954, DOI 10.1007/978-0-387-75934-0
- A. Bueno-Orovio, D. Kay, V. Grau, B. Rodriguez, and K. Burrage, Fractional diffusion models of cardiac electrical propagation: role of structural heterogeneity in dispersion of repolarization, J. R. Soc. Interface, 11(97), 2014.
- Xavier Cabré and Yannick Sire, Nonlinear equations for fractional Laplacians II: Existence, uniqueness, and qualitative properties of solutions, Trans. Amer. Math. Soc. 367 (2015), no. 2, 911–941. MR 3280032, DOI 10.1090/S0002-9947-2014-05906-0
- Luis Caffarelli and Luis Silvestre, An extension problem related to the fractional Laplacian, Comm. Partial Differential Equations 32 (2007), no. 7-9, 1245–1260. MR 2354493, DOI 10.1080/03605300600987306
- Antonio Capella, Juan Dávila, Louis Dupaigne, and Yannick Sire, Regularity of radial extremal solutions for some non-local semilinear equations, Comm. Partial Differential Equations 36 (2011), no. 8, 1353–1384. MR 2825595, DOI 10.1080/03605302.2011.562954
- P. Carr, H. Geman, D. B. Madan, and M. Yor, The fine structure of asset returns: An empirical investigation, Journal of Business, 75 (2002), 305–33.
- L. Chen, $i$FEM: An integrated finite element methods package in matlab, Technical report, University of California at Irvine, 2009.
- Long Chen, Deriving the X-Z identity from auxiliary space method, Domain decomposition methods in science and engineering XIX, Lect. Notes Comput. Sci. Eng., vol. 78, Springer, Heidelberg, 2011, pp. 309–316. MR 2867674, DOI 10.1007/978-3-642-11304-8_{3}5
- W. Chen, A speculative study of $2/3$-order fractional laplacian modeling of turbulence: Some thoughts and conjectures, Chaos 16 (2006), no. 2, 1–11.
- Durkbin Cho, Jinchao Xu, and Ludmil Zikatanov, New estimates for the rate of convergence of the method of subspace corrections, Numer. Math. Theory Methods Appl. 1 (2008), no. 1, 44–56. MR 2401666
- Philippe G. Ciarlet, The finite element method for elliptic problems, Classics in Applied Mathematics, vol. 40, Society for Industrial and Applied Mathematics (SIAM), Philadelphia, PA, 2002. Reprint of the 1978 original [North-Holland, Amsterdam; MR0520174 (58 #25001)]. MR 1930132, DOI 10.1137/1.9780898719208
- J. Cushman and T. Glinn, Nonlocal dispersion in media with continuously evolving scales of heterogeneity, Trans. Porous Media 13 (1993), 123–138.
- Qiang Du, Max Gunzburger, R. B. Lehoucq, and Kun Zhou, Analysis of the volume-constrained peridynamic Navier equation of linear elasticity, J. Elasticity 113 (2013), no. 2, 193–217. MR 3102595, DOI 10.1007/s10659-012-9418-x
- G. Duvaut and J.-L. Lions, Inequalities in mechanics and physics, Grundlehren der Mathematischen Wissenschaften, vol. 219, Springer-Verlag, Berlin-New York, 1976. Translated from the French by C. W. John. MR 521262, DOI 10.1007/978-3-642-66165-5
- A. Cemal Eringen, Nonlocal continuum field theories, Springer-Verlag, New York, 2002. MR 1918950
- Alexandre Ern and Jean-Luc Guermond, Theory and practice of finite elements, Applied Mathematical Sciences, vol. 159, Springer-Verlag, New York, 2004. MR 2050138, DOI 10.1007/978-1-4757-4355-5
- Eugene B. Fabes, Carlos E. Kenig, and Raul P. Serapioni, The local regularity of solutions of degenerate elliptic equations, Comm. Partial Differential Equations 7 (1982), no. 1, 77–116. MR 643158, DOI 10.1080/03605308208820218
- Paolo Gatto and Jan S. Hesthaven, Numerical approximation of the fractional Laplacian via $hp$-finite elements, with an application to image denoising, J. Sci. Comput. 65 (2015), no. 1, 249–270. MR 3394445, DOI 10.1007/s10915-014-9959-1
- Guy Gilboa and Stanley Osher, Nonlocal operators with applications to image processing, Multiscale Model. Simul. 7 (2008), no. 3, 1005–1028. MR 2480109, DOI 10.1137/070698592
- V. Gol′dshtein and A. Ukhlov, Weighted Sobolev spaces and embedding theorems, Trans. Amer. Math. Soc. 361 (2009), no. 7, 3829–3850. MR 2491902, DOI 10.1090/S0002-9947-09-04615-7
- Jayadeep Gopalakrishnan and Joseph E. Pasciak, The convergence of V-cycle multigrid algorithms for axisymmetric Laplace and Maxwell equations, Math. Comp. 75 (2006), no. 256, 1697–1719. MR 2240631, DOI 10.1090/S0025-5718-06-01884-9
- L. Greengard and V. Rokhlin, A fast algorithm for particle simulations, J. Comput. Phys. 73 (1987), no. 2, 325–348. MR 918448, DOI 10.1016/0021-9991(87)90140-9
- Michael Griebel, Karl Scherer, and Alexander Schweitzer, Robust norm equivalencies for diffusion problems, Math. Comp. 76 (2007), no. 259, 1141–1161. MR 2299769, DOI 10.1090/S0025-5718-07-01973-4
- Wolfgang Hackbusch, Multigrid methods and applications, Springer Series in Computational Mathematics, vol. 4, Springer-Verlag, Berlin, 1985. MR 814495, DOI 10.1007/978-3-662-02427-0
- Wolfgang Hackbusch, The frequency decomposition multi-grid method. I. Application to anisotropic equations, Numer. Math. 56 (1989), no. 2-3, 229–245. MR 1018302, DOI 10.1007/BF01409786
- W. Hackbusch, A sparse matrix arithmetic based on $\scr H$-matrices. I. Introduction to $\scr H$-matrices, Computing 62 (1999), no. 2, 89–108. MR 1694265, DOI 10.1007/s006070050015
- Helmut Harbrecht and Reinhold Schneider, Rapid solution of boundary integral equations by wavelet Galerkin schemes, Multiscale, nonlinear and adaptive approximation, Springer, Berlin, 2009, pp. 249–294. MR 2648376, DOI 10.1007/978-3-642-03413-8_{8}
- Tuomas P. Hytönen, The sharp weighted bound for general Calderón-Zygmund operators, Ann. of Math. (2) 175 (2012), no. 3, 1473–1506. MR 2912709, DOI 10.4007/annals.2012.175.3.9
- N. S. Landkof, Foundations of modern potential theory, Die Grundlehren der mathematischen Wissenschaften, Band 180, Springer-Verlag, New York-Heidelberg, 1972. Translated from the Russian by A. P. Doohovskoy. MR 350027, DOI 10.1007/978-3-642-65183-0
- Benjamin Muckenhoupt, Weighted norm inequalities for the Hardy maximal function, Trans. Amer. Math. Soc. 165 (1972), 207–226. MR 293384, DOI 10.1090/S0002-9947-1972-0293384-6
- Ricardo H. Nochetto, Enrique Otárola, and Abner J. Salgado, A PDE approach to fractional diffusion in general domains: a priori error analysis, Found. Comput. Math. 15 (2015), no. 3, 733–791. MR 3348172, DOI 10.1007/s10208-014-9208-x
- Ricardo H. Nochetto, Enrique Otárola, and Abner J. Salgado, Piecewise polynomial interpolation in Muckenhoupt weighted Sobolev spaces and applications, Numer. Math. 132 (2016), no. 1, 85–130. MR 3439216, DOI 10.1007/s00211-015-0709-6
- S. A. Silling, Reformulation of elasticity theory for discontinuities and long-range forces, J. Mech. Phys. Solids 48 (2000), no. 1, 175–209. MR 1727557, DOI 10.1016/S0022-5096(99)00029-0
- Elias M. Stein, Harmonic analysis: real-variable methods, orthogonality, and oscillatory integrals, Princeton Mathematical Series, vol. 43, Princeton University Press, Princeton, NJ, 1993. With the assistance of Timothy S. Murphy; Monographs in Harmonic Analysis, III. MR 1232192
- Rob Stevenson, Robustness of multi-grid applied to anisotropic equations on convex domains and on domains with re-entrant corners, Numer. Math. 66 (1993), no. 3, 373–398. MR 1246963, DOI 10.1007/BF01385703
- Rob Stevenson, Adaptive wavelet methods for solving operator equations: an overview, Multiscale, nonlinear and adaptive approximation, Springer, Berlin, 2009, pp. 543–597. MR 2648381, DOI 10.1007/978-3-642-03413-8_{1}3
- Pablo Raúl Stinga and José Luis Torrea, Extension problem and Harnack’s inequality for some fractional operators, Comm. Partial Differential Equations 35 (2010), no. 11, 2092–2122. MR 2754080, DOI 10.1080/03605301003735680
- Bengt Ove Turesson, Nonlinear potential theory and weighted Sobolev spaces, Lecture Notes in Mathematics, vol. 1736, Springer-Verlag, Berlin, 2000. MR 1774162, DOI 10.1007/BFb0103908
- Yongke Wu, Long Chen, Xiaoping Xie, and Jinchao Xu, Convergence analysis of V-cycle multigrid methods for anisotropic elliptic equations, IMA J. Numer. Anal. 32 (2012), no. 4, 1329–1347. MR 2991830, DOI 10.1093/imanum/drr043
- Jinchao Xu, Iterative methods by space decomposition and subspace correction, SIAM Rev. 34 (1992), no. 4, 581–613. MR 1193013, DOI 10.1137/1034116
- Jinchao Xu, Long Chen, and Ricardo H. Nochetto, Optimal multilevel methods for $H(\textrm {grad})$, $H(\textrm {curl})$, and $H(\textrm {div})$ systems on graded and unstructured grids, Multiscale, nonlinear and adaptive approximation, Springer, Berlin, 2009, pp. 599–659. MR 2648382, DOI 10.1007/978-3-642-03413-8_{1}4
- Jinchao Xu and Ludmil Zikatanov, The method of alternating projections and the method of subspace corrections in Hilbert space, J. Amer. Math. Soc. 15 (2002), no. 3, 573–597. MR 1896233, DOI 10.1090/S0894-0347-02-00398-3
- Chen-Song Zhang, Adaptive finite element methods for variational inequalities: Theory and applications in finance, ProQuest LLC, Ann Arbor, MI, 2007. Thesis (Ph.D.)–University of Maryland, College Park. MR 2711028
Bibliographic Information
- Long Chen
- Affiliation: Department of Mathematics, University of California at Irvine, Irvine, California 92697
- MR Author ID: 735779
- Email: chenlong@math.uci.edu
- Ricardo H. Nochetto
- Affiliation: Department of Mathematics and Institute for Physical Science and Technology, University of Maryland, College Park, Maryland 20742
- MR Author ID: 131850
- Email: rhn@math.umd.edu
- Enrique Otárola
- Affiliation: Departamento de Matemática, Universidad Técnica Federico Santa María, Valparaíso, Chile
- Email: enrique.otarola@usm.cl
- Abner J. Salgado
- Affiliation: Department of Mathematics, University of Tennessee, Knoxville, Tennessee 37996
- MR Author ID: 847180
- Email: asalgad1@utk.edu
- Received by editor(s): March 17, 2014
- Received by editor(s) in revised form: April 25, 2015
- Published electronically: March 3, 2016
- Additional Notes: The first author has been supported by NSF grants DMS-1115961, DMS-1418934, and DOE prime award # DE-SC0006903.
The second and fourth authors have been supported in part by NSF grants DMS-1109325 and DMS-1411808.
The third author was supported in part by the NSF grants DMS-1109325 and DMS-1411808 and by CONICYT through a CONICYT-FULBRIGHT Fellowship
The fourth author was supported by NSF grant DMS-1418784 - © Copyright 2016 American Mathematical Society
- Journal: Math. Comp. 85 (2016), 2583-2607
- MSC (2010): Primary 65N55, 65F10, 65N22, 65N30, 35S15, 65N12
- DOI: https://doi.org/10.1090/mcom/3089
- MathSciNet review: 3522963