Abstract
Local superconvergence properties of the post-processed finite volume element method (FVEM) are studied. Some interpolation/extrapolation post-processing techniques are applied to a class of k th-order (k ≥ 2) FVE solutions for elliptic equations. A local analysis tool for the finite volume method is developed to analyze the proposed method, and some superconvergence results are established. The theoretical findings are supported by several numerical experiments.
Similar content being viewed by others
References
Bank, R.E., Rose, D.J.: Some error estimates for the box scheme. SIAM Numer. Anal. 24, 777–787 (1987)
Barth, T., Ohlberger, M.: Finite volume methods: foundation and analysis. In: Encyclopedia of computational Mechanics. vol. 1, chapter 15. John Wiley & Sons, New York (2004)
Cai, Z.: On the finite volume element method. Numer. Math. 58, 713–735 (1991)
Cao, W., Zhang, Z., Zou, Q.: Superconvergence of any order finite volume schemes for 1D general elliptic equations. J. Sci. Comput. 56, 1–25 (2013)
Cao, W., Zhang, Z., Zou, Q.: Is 2k-conjecture valid for finite volume methods?. SIAM J. Numer. Anal. 53(2), 942–962 (2015)
Chatzipantelidis, P.: A finite volume method based on the Crouzeix-Raviart element for elliptic PDEs in two dimensions. Numer. Math. 82, 409–432 (1999)
Chen, C.M., Huang, Y.Q.: High accuracy theory of finite element methods (In Chinese). Hunan Science and Technology Press. Hunan, China (1995)
Chen, L.: A new class of high order finite volume methods for second order elliptic equations. SIAM J. Numer. Anal 47, 4021–4043 (2010)
Chen, Z., Wu, J., Xu, Y.: Higher-order finite volume methods for elliptic boundary value problems. Adv. in Comput. Math. 37(2), 191–253 (2012)
Chen, Z., Xu, Y., Zhang, Y.: A construction of higher-order finite volume methods. Math. Comp. 84(292), 599C628 (2015)
Chou, S.-H., Kwak, D.Y., Li, Q.: Lp error estimates and superconvergence for covolume or finite volume element methods. Numer Methods Patial Differential Eq 19, 463–486 (2003)
Emonot, P.H.: Methods de volums elements finis: applications aux equations de navier-stokes et resultats de convergence Lyon (1992)
Ewing, R., Lin, T., Lin, Y.: On the accuracy of the finite volume element based on piecewise linear polynomials. SIAM J. Numer. Anal. 39, 1865–1888 (2002)
Eymard, R., Gallouet, T., Herbin, R.: In: Ciarlet, P.G., Lions, J.L. (eds.) Finite volume methods: handbook of numerical analysis VII, pp 713–1020. North-Holland, Amsterdam (2000)
Gilbarg, D., Trudinger, N.S.: Elliptic partial differential equations of second order. Springer, Berlin (2001)
Guo, L., Li, H., Zou, Q.: Interior estimates of finite volume element methods over rectangular meshes for elliptic equations. SIAM J. Numer. Anal. 57(5), 2246–2265 (2019)
Hackbusch, W.: On first and second order box methods. Computing 41, 277–296 (1989)
He, W., Zhang, Z.: 2k superconvergence of Qk finite element by anisotropic mesh approximation in weighted Sobolev spaces. Math. Comp. 86, 1693–1718 (2017)
He, W., Zhang, Z., Zou, Q.: Maximum-norms error estimates for high order finite volume schemes over quadrilateral meshes. Numer. Math. 138, 473–500 (2018)
He, W., Lin, R., Zhang, Z.: Ultraconvergence of finite element method by Richardson extrapolation for elliptic problems with constant coefficients. SIAM J. Numer. Anal. 54, 2302–2322 (2016)
Křížek, M., Neittaanmäki, P.: On superconvergence techniques. Acta. Appl. Math. 9, 175–198 (1987)
Křížek, M., Neittaanmäki, P., Stenberg, R. (eds.): Finite element methods: superconvergence, post-processing and a posteriori estimates. Lecture Notes in Pure and Applied Mathematics Series, vol. 196. Marcel Dekker, Inc., New York (1997)
Lazarov, R., Michev, I., Vassilevski, P.: Finite volume methods for convection-diffusion problems. SIAM J. Numer. Anal. 33, 31–55 (1996)
LeVeque, R.J.: Finite volume methods for hyperbolic problems, Cambridge Texts in Applied Mathematics. Cambridge University Press, Cambridge (2002)
Li, R., Chen, Z., Wu, W.: The generalized difference methods for partial differential equations. Marcel Dikker, New York (2000)
Liebau, F.: The finite volume element method with quadratic basis function. Computing 57, 281–299 (1996)
Lin, Q., Yan, N.: Construction and analysis of high efficient finite elements (In Chinese). Hebei University Press, China (1996)
Lin, Y., Yang, M., Zou, Q.: L2 error estimates for a class of any order finite volume schemes over quadrilateral meshes. SIAM J. Numer. Anal. 53, 2009–2029 (2015)
Lv, J., Li, Y.: Optimal biquadratic finite volume element methods on quadrilateral meshes. SIAM J. Numer. Anal. 50, 2397–2399 (2012)
Nicolaides, R.A., Porsching, T.A., Hall, C.A.: In: Hafez, M., Oshima, K. (eds.) Covolume methods in computational fluid dynamics. In: Computational Fluid Dynamics Review, pp 279–299. Wiley, New York (1995)
Ollivier-Gooch, C., Altena, M.: A high-order-accurate unconstructed mesh finite-volume scheme for the advection-diffusion equation. J. Comput. Phys. 181, 729–752 (2002)
Patanker, S.V.: Numerical heat transfer and fluid flow Ser. Comput. Methods Mech. Thermal Sci. McGraw Hill, New York (1980)
Plexousakis, M., Zouraris, G.: On the construction and analysis of high order locally conservative finite volume type methods for one dimensional elliptic problems. SIAM J. Numer. Anal. 42, 1226–1260 (2004)
Schmidt, T.: Box schemes on quadrilateral meshes. Computing 51, 271–292 (1993)
Schatz, A.H., Sloan, L.H., Wahlbin, L.B.: Superconvergence in finite element methods and meshes that are locally symmetric with respect to a point. SIAM J. Numer. Anal. 33, 505–521 (1996)
Tian, M., Chen, Z.: Quadratical element generalized differential methods for elliptic equations, vol. 13 (1991)
Wahlbin, L.R.: Superconvergence in Galerkin finite element methods, Lecture Notes in Mathematics, vol. 1605. Springer, Berlin (1995)
Wang, X., Li, Y.: L2 error estimates for high order finite volume methods on triangular meshes. SIAM J. Numer. Anal. 54(5), 2729–2749 (2016)
Wang, X., Li, Y.: Superconvergence of quadratic finite volume element methods on triangular meshes. J. Comput. Appl. Math. 348, 181–199 (2019)
Xu, J., Zou, Q.: Analysis of linear and quadratic simplitical finite volume methods for elliptic equations. Numer. Math. 111, 469–492 (2009)
Zhang, Z.: Recovery techniques in finite element methods. In: Tang, T., Xu, J. (eds.) Adaptive computations: theory and algorithms. Mathematics Monograph Series, vol. 6, pp 333–412. Science Publisher, New York (2007)
Zhang, Z., Naga, A.: A new finite element gradient recovery method: superconvergence property. SIAM J. Sci. Comput. 26, 1192–1213 (2005)
Zhang, Z., Zou, Q.: A family of finite volume schemes of arbitrary order on rectangle meshes. J. Sci. Comput. 58, 308–330 (2014)
Zhang, Z., Zou, Q.: Vertex-centered finite volume schemes of any order over quadrilateral meshes for elliptic boundary value problems. Numer. Math. 130, 363–393 (2015)
Zienkiewicz, O.C., Zhu, J.Z.: The superconvergence patch recovery and a posteriori error estimates, part 1: the recovery technique. Internat. J. Numer. Methods Engrg. 33, 1331–1364 (1992)
Zhu, Q., Lin, Q.: Theory of superconvergence of finite elements Hunan Science and Technology Press. Hunan, China (1989). (in Chinese)
Acknowledgments
The authors are grateful to Dr. Yanhui Zhou for his help in numerical experiments.
Funding
Q. Zou: Research supported in part by the special project High Performance Computing of National Key Research and Development Program 2016YFB0200604,and Guangdong Provincial NSF Grant 2017B030311001.W. He: Research supported in part by NSFC Grant 11671304 and 11771338. Z.Zhang: Research supported in part by NSFC Grants 11871092, 11926356, and NASF U1930402.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by: Long Chen
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
He, W., Zhang, Z. & Zou, Q. Local superconvergence of post-processed high-order finite volume element solutions. Adv Comput Math 46, 60 (2020). https://doi.org/10.1007/s10444-020-09801-2
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s10444-020-09801-2