Abstract
This paper aims to introduce a novel adaptive multigrid method for the elasticity eigenvalue problem. Different from the developing adaptive algorithms for the elasticity eigenvalue problem, the proposed approach transforms the elasticity eigenvalue problem into a series of boundary value problems in the adaptive spaces and some small-scale elasticity eigenvalue problems in a low-dimensional space. As our algorithm avoids solving large-scale elasticity eigenvalue problems, which is time-consuming, and the boundary value problem can be solved efficiently by the adaptive multigrid method, our algorithm can evidently improve the overall solving efficiency for the elasticity eigenvalue problem. Meanwhile, we present a rigorous theoretical analysis of the convergence and optimal complexity. Finally, some numerical experiments are presented to validate the theoretical conclusions and verify the numerical efficiency of our approach.
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References
Babuška, I., Osborn, J.E.: Finite element-Galerkin approximation of the eigenvalues and eigenvectors of selfadjoint problems. Math. Comput. 52, 275–297 (1989)
Babuška, I., Rheinboldt, W.C.: Error estimates for adaptive finite element computations. SIAM J. Numer. Anal. 15, 736–754 (1978)
Babuška, I., Vogelius, M.: Feedback and adaptive finite element solution of one-dimensional boundary value problems. Numer. Math. 44, 75–102 (1984)
Bai, D., Brandt, A.: Local mesh refinement multilevel techniques. SIAM J. Sci. Stat. Comput. 8, 109–134 (1987)
Bastian, P., Lang, S., Eckstein, K.: Parallel adaptive multigrid methods in plane linear elasticity problems. Numer. Linear Algebra Appl. 4(3), 153–176 (1997)
Bornemann, F., Deuflhard, P.: The cascadic multigrid method for elliptic problems. Numer. Math. 75, 135–152 (1996)
Brandt, A.: Multi-level adaptive solutions to boundary-value problems. Math. Comput. 31, 333–390 (1977)
Carstensen, C., Gedicke, J.: An adaptive finite element eigenvalue solver of asymptotic quasi-optimal computational complexity. SIAM J. Numer. Anal. 50(3), 1029–1057 (2012)
Cascon, J.M., Kreuzer, C., Nochetto, R.H., Siebert, K.G.: Quasi-optimal convergence rate for an adaptive finite element method. SIAM J. Numer. Anal. 46, 2524–2550 (2008)
Chatelin, F.: Spectral Approximations of Linear Operators. Academic Press, New York (1983)
Chen, H., He, Y., Li, Y., Xie, H.: A multigrid method for eigenvalue problems based on shifted-inverse power technique. Eur. J. Math. 1(1), 207–228 (2015)
Chen, H., Xie, H., Xu, F.: A full multigrid method for eigenvalue problems. J. Comput. Phys. 322, 747–759 (2016)
Chen, L., Nochetto, R., Xu, J.: Optimal multilevel methods for graded bisection grids. Numer. Math. 120, 1–34 (2012)
Dai, X., Xu, J., Zhou, A.: Convergence and optimal complexity of adaptive finite element eigenvalue computations. Numer. Math. 110, 313–355 (2008)
del Carmen-Domšnguez, M., Ferragut, L.: Adaptive multigrid method using duality in plane elasticity. Int. J. Numer. Methods Eng. 50(1), 95–118 (2001)
Dello Russo, A.: Eigenvalue approximation by mixed non-conforming finite element methods: the determination of the vibrational modes of a linear elastic solid. Calcolo 51(4), 563–597 (2014)
Dörfler, W.: A convergent adaptive algorithm for Poisson’s equation. SIAM J. Numer. Anal. 33(3), 1106–1124 (1996)
Durán, R.G., Padra, C., Rodrǵuez, R.: A posteriori error estimates for the finite element approximation of eigenvalue problems. Math. Models Methods Appl. Sci. 13, 1219–1229 (2003)
Fichera, G.: Existence Theorems in Elasticity. Boundary Value Problems of Elasticity with Unilateral Constraints. Springer, Betlin (1972)
Garau, E.M., Morin, P., Zuppa, C.: Convergence of adaptive finite element methods for eigenvalue problems. Math. Models Methods Appl. Sci. 19(05), 721–747 (2009)
Giani, S., Graham, I.G.: A convergent adaptive method for elliptic eigenvalue problems. SIAM J. Numer. Anal. 47(2), 1067–1091 (2009)
Gong, B., Han, J., Sun, J., Zhang, Z.: A shifted-inverse adaptive multigrid method for the elastic eigenvalue problem. Commun. Comput. Phys. 27(1), 251–273 (2019)
Hart, L., Mccormick, S., O’Gallagher, A., et al.: The fast adaptive composite-grid method (FAC): algorithms for advanced computers. Appl. Math. Comput. 19, 103–125 (1986)
He, L., Zhou, A.: Convergence and optimal complexity of adaptive finite element methods. Int. J. Numer. Anal. Model. 8, 615–640 (2011)
Hernandez, E.: Finite element approximation of the elasticity spectral problem on curved domains. J. Comput. Appl. Math. 225(2), 452–458 (2009)
Holst, M., Mccammom, J., Yu, Z., Zhou, Y., Zhu, Y.: Adaptive finite element modeling techniques for the Possion–Boltzmann equation. Commun. Comput. Phys. 11, 179–214 (2012)
Hong, Q., Xie, H., Xu, F.: A multilevel correction type of adaptive finite element method for eigenvalue problems. SIAM J. Sci. Comput. 40(6), A4208–A4235 (2018)
Heuveline, V., Rannacher, R.: A posteriori error control for finite element approximations of ellipic eigenvalue problems. Adv. Comput. Math. 15, 107–138 (2001)
Hu, X., Cheng, X.: Acceleration of a two-grid method for eigenvalue problems. Math. Comput. 80, 1287–1301 (2011)
Jia, S., Xie, H., Xie, M., Xu, F.: A full multigrid method for nonlinear eigenvalue problems. Sci. China Math. 59, 2037–2048 (2016)
Kornhuber, R., Krause, R.: Adaptive multigrid methods for Signorini’s problem in linear elasticity. Comput. Vis. Sci. 4(1), 9–20 (2001)
Larson, M.G.: A posteriori and a priori error analysis for finite element approximations of self-adjoint elliptic eigenvalue problems. SIAM J. Numer. Anal. 38, 608–625 (2001)
Lee, S., Kwak, D.Y., Sim, I.: Immersed finite element method for eigenvalue problems in elasticity. Adv. Appl. Math. Mech. 10(2), 424–444 (2018)
Lin, Q., Xie, H.: A multi-level correction scheme for eigenvalue problems. Math. Comput. 84, 71–88 (2015)
Lin, Q., Xie, H., Xu, F.: Multilevel correction adaptive finite element method for semilinear elliptic equation. Appl. Math. 60, 527–550 (2015)
Lin, Q., Xie, H., Xu, J.: Lower bounds of the discretization for piecewise polynomials. Math. Comput. 83, 1–13 (2014)
Liu, C., Xiao, Y., Shu, S., Zhong, L.: Adaptive finite element method and local multigrid method for elasticity problems. Eng. Mech. 29(9), 60–67 (2012)
Mao, D., Shen, L., Zhou, A.: Adaptive finite algorithms for eigenvalue problems based on local averaging type a posteriori error estimates. Adv. Comput. Math. 25, 135–160 (2006)
Meddahi, S., Mora, D., Rodríguez, R.: Finite element spectral analysis for the mixed formulation of the elasticity equations. SIAM J. Numer. Anal. 51(2), 1041–1063 (2013)
McCormick, S.: Fast adaptive composite grid (FAC) methods. In: Böhmer, K., Stetter, H.J. (eds.) Defect Correction Methods: Theory and Applications (Computing Supplementum, 5), pp. 115–121. Springer, Wien (1984)
McCormick, S., Thomas, J.: The fast adaptive composite grid (FAC) method for elliptic equations. Math. Comput. 46, 439–456 (1986)
Mehrmann, V., Miedlar, A.: Adaptive computation of smallest eigenvalues of self-adjoint elliptic partial differential equations. Numer. Linear Algebra Appl. 18(3), 387–409 (2011)
Mekchay, K., Nochetto, R.H.: Convergence of adaptive finite element methods for general second order linear elliplic PDEs. SIAM J. Numer. Anal. 43, 1803–1827 (2005)
Morin, P., Nochetto, R.H., Siebert, K.: Convergence of adaptive finite element methods. SIAM Rev. 44, 631–658 (2002)
Nochetto, R.H.: Adaptive Finite Element Methods for Elliptic PDE. Lecture Notes of 2006 CNA Summer School, Carnegie Mellon University, Pittsburgh (2006)
Nochetto, R., Siebert, K., Veeser, A.: Theory of adaptive finite element methods: an introduction. In: DeVore, R.A., Kunoth, A. (eds.) Multiscale, Nonlinear and Adaptive Approximation. Springer, Berlin (2009)
Ovtchinnikov, E.E., Xanthis, L.S.: Effective dimensional reduction algorithm for eigenvalue problems for thin elastic structures: a paradigm in three dimensions. Proc. Natl. Acad. Sci. USA 97(3), 967–971 (2000)
Stevenson, R.: Optimality of a standard adaptive finite element method. Found. Comput. Math. 7, 245–269 (2007)
Trottenberg, U., Schuller, A.: Multigrid. Academic Press, Cambridge (2015)
Walsh, T.F., Reese, G.M., Hetmaniuk, U.L.: Explicit a posteriori error estimates for eigenvalue analysis of heterogeneous elastic structures. Comput. Methods Appl. Mech. Eng. 196(37–40), 3614–3623 (2007)
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 49, 1405–1429 (2006)
Xie, H.: A multigrid method for eigenvalue problem. J. Comput. Phys. 274, 550–561 (2014)
Xu, F., Huang, Q., Chen, S., Bing, T.: An adaptive multigrid method for semilinear elliptic equation. East Asian J. Appl. Math. 9, 683–702 (2019)
Xu, J.: Iterative methods by space decomposition and subspace correction. SIAM Rev. 34(4), 581–613 (1992)
Xu, J., Zhou, A.: A two-grid discretization scheme for eigenvalue problems. Math. Comput. 70, 17–25 (2001)
Yang, Y., Bi, H., Han, J., Yu, Y.: The shifted-inverse iteration based on the multigrid discretizations for eigenvalue problems. SIAM J. Sci. Comput. 37, A2583–A2606 (2015)
Zhang, N., Xu, F., Xie, H.: An efficient multigrid method for ground state solution of Bose–Einstein condensates. Int. J. Numer. Anal. Model. 16(5), 789–903 (2019)
Acknowledgements
We thank both referees for their valuable comments and helpful suggestions which improved this paper. The work of F. Xu was partially supported by NSFC 11801021. The work of Q. Huang was partially supported by NSFC 11971047. The work of M. Xie was partially supported by NSFC 12001402.
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Xu, F., Huang, Q. & Xie, M. An efficient adaptive multigrid method for the elasticity eigenvalue problem. Bit Numer Math 62, 2005–2033 (2022). https://doi.org/10.1007/s10543-022-00939-7
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DOI: https://doi.org/10.1007/s10543-022-00939-7
Keywords
- Elasticity eigenvalue problem
- Finite element method
- Adaptive multigrid method
- Convergence and optimal complexity