Abstract
In this paper, we observe an interesting phenomenon for a weak Galerkin (WG) approximation of eigenvalue problems, that is, we may obtain good approximations for exact eigenvalues from below or above, only through adjusting the global penalty parameter. Based on this observation, a high accuracy algorithm for computing eigenvalues is designed to yield higher convergence order with lower expenses. Some new techniques are developed to analyze upper and lower bound properties of eigenvalues. Numerical results supporting our theory are given.



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References
Adams, R.: Sobolev spaces. In: Pure and Applied Mathematics, Vol. 65. Academic Press [Harcourt Brace Jovanovich, Publishers], New York, London (1975)
Armentano, M., Durán, R.: Asymptotic lower bounds for eigenvalues by nonconforming finite element methods. Electron. Trans. Numer. Anal. 17, 93–101 (2004)
Babuška, I., Osborn, J.: Finite element-Galerkin approximation of the eigenvalues and eigenvectors of selfadjoint problems. Math. Comput. 52(186), 275–297 (1989)
Babuška, I., Osborn, J.: Eigenvalue problems. In: Handbook of Numerical Analysis, vol. 2, pp. 641–787. North-Holland (1991)
Boffi, D.: Finite element approximation of eigenvalue problems. Acta Numer. 19, 1–120 (2010)
Carstensen, C., Zhai, Q., Zhang, R.: A skeletal finite element method can compute lower eigenvalue bounds. SIAM J. Numer. Anal. 58(1), 109–124 (2020)
Hu, J., Huang, Y., Lin, Q.: Lower bounds for eigenvalues of elliptic operators: by nonconforming finite element methods. J. Sci. Comput. 61(1), 196–221 (2014)
Hu, J., Huang, Y., Shen, Q.: The lower/upper bound property of approximate eigenvalues by nonconforming finite element methods for elliptic operators. J. Sci. Comput. 58(3), 574–591 (2014)
Mu, L., Wang, J., Ye, X., Zhang, S.: A weak Galerkin finite element method for the Maxwell equations. J. Sci. Comput. 65(1), 363–386 (2015)
Strang, G., Fix, G.: An Analysis of the Finite Element Method. Prentice-Hall Series in Automatic Computation, Prentice-Hall Inc, Englewood Cliffs (1973)
Wang, J., Ye, X.: A weak Galerkin finite element method for second-order elliptic problems. J. Comput. Appl. Math. 241, 103–115 (2013)
Wang, J., Ye, X.: A weak Galerkin mixed finite element method for second order elliptic problems. Math. Comput. 83(289), 2101–2126 (2014)
Wang, J., Ye, X.: A weak Galerkin finite element method for the stokes equations. Adv. Comput. Math. 42(1), 155–174 (2016)
Yang, Y., Lin, Q., Bi, H., Li, Q.: Eigenvalue approximations from below using Morley elements. Adv. Comput. Math. 36(3), 443–450 (2012)
Yang, Y., Shih, T., Liem, C., Lü, T.: An abstract error estimate for eigenvalue finite element approximation. Math. Numer. Sin. 20(4), 359–366 (1998)
Yang, Y., Zhang, Z., Lin, F.: Eigenvalue approximation from below using non-conforming finite elements. Sci. China Math. 53(1), 137–150 (2010)
Zhai, Q., Xie, H., Zhang, R., Zhang, Z.: The weak Galerkin method for elliptic eigenvalue problems. Commun. Comput. Phys. 26(1), 160–191 (2019)
Zhai, Q., Ye, X., Wang, R., Zhang, R.: A weak Galerkin finite element scheme with boundary continuity for second-order elliptic problems. Comput. Math. Appl. 74(10), 2243–2252 (2017)
Zhang, Z., Yang, Y., Chen, Z.: Eigenvalue approximation from below by Wilson’s element. Math. Numer. Sin. 29(3), 319–321 (2007)
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The authors are very grateful to the anonymous referees for their valuable suggestions and comments.
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The authors were supported by National Natural Science Foundation of China (Grant Nos. 12071350, 11871272), Shanghai Municipal Science and Technology Major Project No. 2021SHZDZX0100, and Science and Technology Commission of Shanghai Municipality.
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Liang, Q., Xu, X. & Yuan, L. A Weak Galerkin Finite Element Method Can Compute Both Upper and Lower Eigenvalue Bounds. J Sci Comput 93, 19 (2022). https://doi.org/10.1007/s10915-022-01986-6
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DOI: https://doi.org/10.1007/s10915-022-01986-6