Abstract
We consider four-point subdivision schemes of the form
with any M that is originally defined as a positive-valued function for positive arguments and is extended to the whole of ℝ2 by setting \(M(x,y):=- M(\left|x\right|,\left|y\right|)\) if x < 0, y < 0 and M(x, y) : = 0 if xy ≤ 0. For these schemes, we study analytic properties, such as convexity preservation, convergence, smoothness of the limit function, stability and approximation order, in terms of simple and easily verifiable conditions on M. Fourth-order approximation on intervals of strict convexity is also investigated. All the results known for the most frequently used schemes, the PPH scheme and the power-p schemes, are included as special cases or improved, and extended to more general situations. The various statements are illustrated by two examples and tested by numerial experiments.
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References
Amat, S., Liandrat, J.: On the stability of PPH nonlinear multiresolution. Appl. Comput. Harmon. Anal. 18, 198–206 (2005)
Amat, S., Donat, R., Liandrat, J., Trillo, J.C.: Analysis of a new nonlinear subdivision scheme. Applications in image processing. Found. Comput. Math. 6, 193–226 (2006)
Amat, S., Dadourian, K., Donat, R., Liandrat, J., Trillo, J.C.: Error bounds for a convexity-preserving interpolation and its limit function. J. Comput. Appl. Math. 211, 36–44 (2008)
Amat, S., Dadourian, K., Liandrat, J.: Analysis of a class of nonlinear subdivision schemes and associated multi-resolution transforms. Adv. Comput. Math. 34, 253–277 (2011). doi:10.1007/s10444-010-9151-6
Beckenbach, E.F., Bellman, R.: Inequalities. Springer, Berlin (1961)
Bernstein, S.N.: On properties of homogeneous functional classes. Dokl. Akad. Nauk SSSR (N.S.) 57, 111–114 (1947) (in Russian)
Butzer, P.L., Nessel, R.J.: Fourier Analysis and Approximation. Birkhäuser Verlag, Basel (1971)
Cohen, A., Dyn, N., Matei, B.: Quasilinear subdivision schemes with applications to ENO interpolation. Appl. Comput. Harmon. Anal. 15, 89–116 (2003)
Daubechies, I., Runborg, O., Sweldens, W.: Normal multiresolution approximation of curves. Constr. Approx. 3, 399–463 (2004)
Dyn, N., Levin, D., Gregory, J.A.: A 4-point interpolatory subdivision scheme for curve design. Comput. Aided Geom. Des. 4, 257–268 (1987)
Dyn, N., Oswald, P.: Univariate subdivision and multiscale transforms: the nonlinear case. In: DeVore, R.A., Kunoth, A. (eds.) Multiscale, Nonlinear and Adaptive Approximation, pp. 203–247. Springer, Berlin (2009)
Floater, M., Micchelli, C.: Nonlinear stationary subdivision. In: Govil, N.K., et al. (eds.) Approximation Theory: in Memory of A.K. Varma, pp. 209–224. Marcel Dekker, New York (1998)
Grohs, P.: Approximation order from stability for nonlinear subdivision schemes. J. Approx. Theory 162, 1085–1094 (2010)
Hardy, G.H., Littlewood, J.E., Pólya, G.: Inequalities. Cambridge University Press, Cambridge (1934)
Harizanov, S., Oswald, P.: Stability of nonlinear subdivision and multiscale transforms. Constr. Approx. 31, 359–393 (2010)
Kuijt, F.: Convexity preserving interpolation—stationary nonlinear subdivision and splines. Thesis University of Twente, 171 pp, Enschede (1998)
Kuijt, F., van Damme, R.: Convexity preserving interpolatory subdivision schemes. Constr. Approx. 14, 609–630 (1998)
Lorentz, G.G.: Approximation of Functions. Holt, Rinehart and Winston, New York (1966)
Schaefer, S., Vouga, E., Goldman, R.: Nonlinear subdivision through nonlinear averaging. Comput. Aided Geom. Des. 25, 162–180 (2008)
Serna, S., Marquina, A.: Power ENO methods: a fifth-order accurate weighted power ENO method. J. Comput. Phys. 194, 632–658 (2004)
Timan, A.F.: Theory of Approximation of Functions of a Real Variable. Pergamon Press, Oxford (1963)
Xie, G., Yu, T.P.-Y.: Smoothness analysis of nonlinear subdivision schemes of homogeneous and affine invariant type. Constr. Approx. 22, 219–254 (2005)
Zygmund, A.: Smooth functions. Duke Math. J. 12, 47–76 (1945)
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Communicated by Charles Micchelli.
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Guessab, A., Moncayo, M. & Schmeisser, G. A class of nonlinear four-point subdivision schemes. Adv Comput Math 37, 151–190 (2012). https://doi.org/10.1007/s10444-011-9199-y
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DOI: https://doi.org/10.1007/s10444-011-9199-y
Keywords
- Nonlinear four-point subdivision schemes
- Convexity preservation
- Convergence
- Smoothness
- Quasi-smooth functions
- Stability
- Approximation order