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An interpolation error estimate in \(\mathcal{R}^2\) based on the anisotropic measures of higher order derivatives. (English) Zbl 1149.65010

The main result of the paper establishes an anisotropic error estimate for interpolation of a function \(u\) by piecewise polynomials of degree \(k\geq 1\) over triangulations that are quasi-uniform under a given Riemannian metric. Based on the estimate, an optimal metric corresponding to the smallest error bound is identified. This extends the optimal interpolation error estimates already obtained in the literature for linear elements to higher order bivariate elements.
The paper relates the interpolation error to the geometric features of an anisotropic triangular element in terms of the magnitude, orientation, and anisotropic ratio of the higher order derivative \(\nabla^{k+1} u\). These three quantities introduced by the author are invariant under translation and rotation of the \(xy\)-coordinates. A numerical example which supports the predicted optimal metric is presented, and the importance of the main result for anisotropic mesh generation and refinement is discussed.

MSC:

65D05 Numerical interpolation
41A05 Interpolation in approximation theory
41A10 Approximation by polynomials
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[1] Djaffar Ait-Ali-Yahia, Guido Baruzzi, Wagdi G. Habashi, Michel Fortin, Julien Dompierre, and Marie-Gabrielle Vallet, Anisotropic mesh adaptation: towards user-independent, mesh-independent and solver-independent CFD. II. Structured grids, Internat. J. Numer. Methods Fluids 39 (2002), no. 8, 657 – 673. · Zbl 1101.76350
[2] Thomas Apel, Anisotropic finite elements: local estimates and applications, Advances in Numerical Mathematics, B. G. Teubner, Stuttgart, 1999. · Zbl 0917.65090
[3] I. Babuška and A. K. Aziz, On the angle condition in the finite element method, SIAM J. Numer. Anal. 13 (1976), no. 2, 214 – 226. · Zbl 0324.65046
[4] M. Berzins, A solution-based triangular and tetrahedral mesh quality indicator, SIAM J. Sci. Comput. 19 (1998), no. 6, 2051 – 2060. · Zbl 0914.65116
[5] Houman Borouchaki, Paul Louis George, Frédéric Hecht, Patrick Laug, and Eric Saltel, Delaunay mesh generation governed by metric specifications. I. Algorithms, Finite Elem. Anal. Des. 25 (1997), no. 1-2, 61 – 83. Adaptive meshing, Part 1. · Zbl 0897.65076
[6] Houman Borouchaki, Paul Louis George, and Bijan Mohammadi, Delaunay mesh generation governed by metric specifications. II. Applications, Finite Elem. Anal. Des. 25 (1997), no. 1-2, 85 – 109. Adaptive meshing, Part 1. · Zbl 0897.65077
[7] Weiming Cao, Weizhang Huang, and Robert D. Russell, A study of monitor functions for two-dimensional adaptive mesh generation, SIAM J. Sci. Comput. 20 (1999), no. 6, 1978 – 1994. · Zbl 0937.65104
[8] Weiming Cao, On the error of linear interpolation and the orientation, aspect ratio, and internal angles of a triangle, SIAM J. Numer. Anal. 43 (2005), no. 1, 19 – 40. · Zbl 1092.65006
[9] W.Cao, Anisotropic measure of third order derivatives and the quadratic interpolation error on triangular elements, to appear in SIAM J. Sci. Comput., 2007.
[10] Long Chen, Pengtao Sun, and Jinchao Xu, Optimal anisotropic meshes for minimizing interpolation errors in \?^{\?}-norm, Math. Comp. 76 (2007), no. 257, 179 – 204. · Zbl 1106.41013
[11] Long Chen and Jin-chao Xu, Optimal Delaunay triangulations, J. Comput. Math. 22 (2004), no. 2, 299 – 308. Special issue dedicated to the 70th birthday of Professor Zhong-Ci Shi. · Zbl 1048.65020
[12] 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)].
[13] E. F. D’Azevedo and R. B. Simpson, On optimal triangular meshes for minimizing the gradient error, Numer. Math. 59 (1991), no. 4, 321 – 348. · Zbl 0724.65006
[14] Julien Dompierre, Marie-Gabrielle Vallet, Yves Bourgault, Michel Fortin, and Wagdi G. Habashi, Anisotropic mesh adaptation: towards user-independent, mesh-independent and solver-independent CFD. III. Unstructured meshes, Internat. J. Numer. Methods Fluids 39 (2002), no. 8, 675 – 702. · Zbl 1101.76356
[15] Wagdi G. Habashi, Julien Dompierre, Yves Bourgault, Djaffar Ait-Ali-Yahia, Michel Fortin, and Marie-Gabrielle Vallet, Anisotropic mesh adaptation: towards user-independent, mesh-independent and solver-independent CFD. I. General principles, Internat. J. Numer. Methods Fluids 32 (2000), no. 6, 725 – 744. , https://doi.org/10.1002/(SICI)1097-0363(20000330)32:63.0.CO;2-4 · Zbl 0981.76052
[16] Weizhang Huang, Measuring mesh qualities and application to variational mesh adaptation, SIAM J. Sci. Comput. 26 (2005), no. 5, 1643 – 1666. · Zbl 1076.65110
[17] Weizhang Huang and Weiwei Sun, Variational mesh adaptation. II. Error estimates and monitor functions, J. Comput. Phys. 184 (2003), no. 2, 619 – 648. · Zbl 1018.65140
[18] E.J. Nadler, Piecewise linear approximation on triangulations of a planar region, Ph.D. Thesis, Division of Applied Mathematics, Brown University, Providence, RI, May 1985.
[19] Shmuel Rippa, Long and thin triangles can be good for linear interpolation, SIAM J. Numer. Anal. 29 (1992), no. 1, 257 – 270. · Zbl 0748.65011
[20] J.R.Shewchuk, What is a good linear finite element? Interpolation, conditioning, anisotropy, and quality measure. preprint, Dept. of Electronic Engineering and Computer Sciences, University of California at Berkeley, 2002.
[21] R. B. Simpson, Anisotropic mesh transformations and optimal error control, Proceedings of the Third ARO Workshop on Adaptive Methods for Partial Differential Equations (Troy, NY, 1992), 1994, pp. 183 – 198. · Zbl 0823.65117
[22] O. C. Zienkiewicz and J. Wu, Automatic directional refinement in adaptive analysis of compressible flows, Internat. J. Numer. Methods Engrg. 37 (1994), no. 13, 2189 – 2210. · Zbl 0810.76045
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