Abstract
We study approximation properties of weighted \(L^2\)-orthogonal projectors onto the space of polynomials of degree less than or equal to N on the unit disk where the weight is of the generalized Gegenbauer form \(x \mapsto (1-\left|x\right|^2)^\alpha \). The approximation properties are measured in Sobolev-type norms involving canonical weak derivatives, all measured in the same weighted \(L^2\) norm. Our basic tool consists in the analysis of orthogonal expansions with respect to Zernike polynomials. The sharpness of the main result is proved in some cases. A number of auxiliary results of independent interest are obtained including some properties of the uniformly and nonuniformly weighted Sobolev spaces involved, connection coefficients between Zernike polynomials, an inverse inequality, and relations between the Fourier–Zernike expansions of a function and its derivatives.
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References
Adams, R.A., Fournier, J.J.F.: Sobolev Spaces, 2nd edn. Elsevier, Amsterdam (2003)
Aharmim, B., Amal, E.H., Fouzia, E.W., Ghanmi, A.: Generalized Zernike polynomials: operational formulae and generating functions. Integr. Transf. Spec. F. 26(6), 395–410 (2015). doi:10.1080/10652469.2015.1012510
Andrews, G.E., Askey, R., Roy, R.: Special functions. Encyclopedia of Mathematics and Its Applications, vol. 71. Cambridge University Press, Cambridge (1999)
Bhatia, A.B., Wolf, E.: On the circle polynomials of Zernike and related orthogonal sets. Proc. Camb. Philos. Soc. 50, 40–48 (1954)
Boyd, J.P., Yu, F.: Comparing seven spectral methods for interpolation and for solving the Poisson equation in a disk: Zernike polynomials, Logan–Shepp ridge polynomials, Chebyshev–Fourier series, cylindrical Robert functions, Bessel–Fourier expansions, square-to-disk conformal mapping and radial basis functions. J. Comput. Phys. 230(4), 1408–1438 (2011). doi:10.1016/j.jcp.2010.11.011
Brezis, H.: Functional Analysis, Sobolev Spaces and Partial Differential Equations. Springer, New York (2011)
Cação, I., Morais, J.: An orthogonal set of weighted quaternionic Zernike spherical functions. In: Computational Science and Its Applications—ICCSA 2014. Part I. Lecture Notes in Computer Science, vol. 8579, pp. 103–116. Springer, Cham (2014). doi:10.1007/978-3-319-09144-0_8
Calderón, A.P.: Intermediate spaces and interpolation, the complex method. Studia Math. 24, 113–190 (1964)
Canuto, C., Hussaini, M.Y., Quarteroni, A., Zang, T.A.: Spectral Methods. Fundamentals in Single Domains. Springer, Berlin (2006)
Canuto, C., Quarteroni, A.: Approximation results for orthogonal polynomials in Sobolev spaces. Math. Comput. 38(157), 67–86 (1982). doi:10.2307/2007465
Dai, F., Xu, Y.: Moduli of smoothness and approximation on the unit sphere and the unit ball. Adv. Math. 224(4), 1233–1310 (2010). doi:10.1016/j.aim.2010.01.001
Dai, F., Xu, Y.: Polynomial approximation in Sobolev spaces on the unit sphere and the unit ball. J. Approx. Theory 163(10), 1400–1418 (2011). doi:10.1016/j.jat.2011.05.001
Dunkl, C.F., Xu, Y.: Orthogonal polynomials of several variables. Encyclopedia of Mathematics and its Applications, 2nd edn. Cambridge University Press, Cambridge (2014). doi:10.1017/CBO9781107786134
Figueroa, L.E.: Deterministic simulation of multi-beaded models of dilute polymer solutions. Ph.D. thesis, University of Oxford (2011). http://ora.ox.ac.uk/objects/uuid:4c3414ba-415a-4109-8e98-6c4fa24f9cdc
Figueroa, L.E.: Orthogonal polynomial projection error measured in Sobolev norms in the unit disk. Tech. rep., (2015). arXiv:1503.04485v2
Girault, V., Raviart, P.A.: Finite element methods for Navier–Stokes equations. Springer Series in Computational Mathematics, vol. 5. Springer, Berlin (1986). doi:10.1007/978-3-642-61623-5
Glaeske, H.J.: On Zernicke [Zernike] transforms in spaces of distributions. Integr. Transf. Spec. F. 4(3), 221–234 (1996). doi:10.1080/10652469608819109
Guo, B.Y.: Gegenbauer approximation in certain Hilbert spaces and its applications to singular differential equations. SIAM J. Numer. Anal. 37(2), 621–645 (2000). doi:10.1137/S0036142998342161
Janssen, A., Dirksen, P.: Computing Zernike polynomials of arbitrary degree using the discrete Fourier transform. J. Eur. Opt. Soc. Rapid Public. 2, 07012 (2007). doi:10.2971/jeos.2007.07012
Janssen, A.J.E.M.: Zernike expansion of derivatives and Laplacians of the Zernike circle polynomials. J. Opt. Soc. Am. A 31(7), 1604–1613 (2014). doi:10.1364/JOSAA.31.001604
Koornwinder, T.: Two-variable analogues of the classical orthogonal polynomials. In: Theory and application of special functions (Proc. Advanced Sem., Math. Res. Center, Univ. Wisconsin, Madison, Wis., 1975), pp. 435–495. Math. Res. Center, Univ. Wisconsin, Publ. No. 35. Academic Press, New York (1975)
Koornwinder, T.H.: The addition formula for Jacobi polynomials II. The Laplace type integral and the product formula. Tech. Rep. 133, Math. Centrum Afd. Toegepaste Wisk. (1972)
Kufner, A.: Weighted Sobolev Spaces. Wiley, New York (1985)
Kufner, A., Opic, B.: How to define reasonably weighted Sobolev spaces. Comment. Math. Univ. Carol. 25(3), 537–554 (1984)
Li, H., Xu, Y.: Spectral approximation on the unit ball. SIAM J. Numer. Anal. 52(6), 2647–2675 (2014). doi:10.1137/130940591
Noll, R.J.: Zernike polynomials and atmospheric turbulence. J. Opt. Soc. Am. 66(3), 207–211 (1976). doi:10.1364/JOSA.66.000207
Olver, F.W.J.: Asymptotics and special functions. AKP Classics. A K Peters, Ltd., Wellesley, MA (1997)
Opic, B., Gurka, P.: Continuous and compact imbeddings of weighted Sobolev spaces. II. Czechoslov. Math. J. 39(1), 78–94 (1989)
Sheppard, C.J.R., Campbell, S., Hirschhorn, M.D.: Zernike expansion of separable functions of cartesian coordinates. Appl. Opt. 43(20), 3963–3966 (2004). doi:10.1364/AO.43.003963
Szegő, G.: Orthogonal Polynomials, 4th edn. American Mathematical Society, Providence (1975)
Tartar, L.: An introduction to Sobolev spaces and interpolation spaces. Lecture Notes of the Unione Matematica Italiana, vol. 3. Springer, Berlin (2007)
Vasil, G.M., Burns, K.J., Lecoanet, D., Olver, S., Brown, B.P., Oishi, J.S.: Tensor calculus in polar coordinates using Jacobi polynomials. J. Comput. Phys. 325, 53–73 (2016). doi:10.1016/j.jcp.2016.08.013
Waldron, S.: Orthogonal polynomials on the disc. J. Approx. Theory 150(2), 117–131 (2008). doi:10.1016/j.jat.2007.05.001
Wünsche, A.: Generalized Zernike or disc polynomials. J. Comput. Appl. Math. 174(1), 135–163 (2005). doi:10.1016/j.cam.2004.04.004
Xu, Y.: Weighted approximation of functions on the unit sphere. Constr. Approx. 21(1), 1–28 (2005). doi:10.1007/s00365-003-0542-5
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We thank the anonymous referees for their helpful and constructive suggestions.
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Communicated by Yuan Xu.
The author was supported by the MECESUP project UCO-0713 and the CONICYT project FONDECYT Regular 1130923.
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Figueroa, L.E. Orthogonal Polynomial Projection Error Measured in Sobolev Norms in the Unit Disk. Constr Approx 46, 171–197 (2017). https://doi.org/10.1007/s00365-016-9358-y
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DOI: https://doi.org/10.1007/s00365-016-9358-y