Abstract
This paper introduces a univariate interpolation scheme using a binary parameter called signature such that the graph of the interpolant—which we refer to as affine zipper fractal interpolation function—is obtained as an attractor of a suitable affine zipper. The scaling vector function is identified so that the graph of the corresponding affine zipper fractal interpolation function can be inscribed within a prescribed rectangle. Convergence analysis of the proposed affine zipper fractal interpolant is carried out. It is observed that for a fixed choice of discrete scaling factors, the box counting dimension of the graph of an affine zipper fractal interpolant is independent of the choice of a signature. Several examples of affine zipper fractal interpolants are presented to supplement our theory.
Similar content being viewed by others
References
Ali, M., Clarkson, T.G.: Using linear fractal interpolation functions to compress video images. Fractals 2(3), 417–421 (1994)
Assev, V.V., Tetenov, A.V., Kravchenko, A.S.: On self-similar Jordan curves on the plane. Sib. Math. J. 44(3), 379–386 (2003)
Barnsley, M.F.: Fractals Everywhere. Academic Press, Cambridge (1988)
Barnsley, M.F.: Fractal functions and interpolation. Constr. Approx. 2, 303–329 (1986)
Barnsley, M.F.: Fractal image compression. Not. Am. Math. Soc. 43, 657–662 (1996)
Barnsley, M.F., Elton, J., Hardin, D., Massopust, P.: Hidden variable fractal interpolation functions. SIAM J. Math. Anal. 20(5), 1218–1242 (1989)
Barnsley, M.F., Harrington, A.N.: The calculus of fractal interpolation functions. J. Approx. Theory. 57, 14–34 (1989)
Barnsley, M.F., Massopust, P.R.: Bilinear fractal interpolation and box dimension. J. Approx. Theory. 192, 362–378 (2015)
Basu, S., Foufoula-Georgiou, E., Porté-Agel, F.: Synthetic turbulence, fractal interpolation, and large-eddy simulation. Phys. Rev. E (2004). https://doi.org/10.1103/PhysRevE.70.026310
Chand, A.K.B., Kapoor, G.P.: Generalized cubic spline fractal interpolation functions. SIAM J. Numer. Anal. 44(2), 655–676 (2006)
Chand, A.K.B., Viswanathan, P.: A constructive approach to cubic Hermite fractal interpolation function and its constrained aspects. BIT Numer. Math. 53, 841–865 (2013)
Chen, X., Guo, Q., Xi, L.: The range of an affine fractal interpolation function. Int. J. Nonlinear Sci. 3(3), 181–186 (2007)
Conway, J.B.: A Course in Functional Analysis, 2nd edn. Springer, Berlin (1994)
Craciunescu, O.I., Das, R.R., Poulson, J.M., Samulski, T.V.: Three dimensional tumor perfusion reconstruction using fractal interpolation functions. IEEE Trans. Biomed. Eng. 48(4), 462–473 (2001)
Dalla, L.: On the parameter identification problem in the plane and the polar fractal interpolation functions. J. Approx. Theory 101, 289–302 (1999)
Hutchinson, J.E.: Fractals and self similarity. Indiana Univ. J. Math. 30, 713–747 (1981)
Kumagai, Y.: Fractal structure of financial high frequency data. Fractals 10(1), 13–18 (2002)
Kurdila, A.J., Sun, T., Grama, P., Ko, J.: Affine fractal interpolation functions and wavelet-based finite elements. Comput. Mech. 17(3), 165–189 (1995)
Mandelbrot, B.: Fractals: Form, Chance and Dimension. W. H. Freeman, San Francisco (1977)
Massopust, P.R.: Smooth interpolating curves and surfaces generated by iterated function systems. Z. Anal. Anwend. 12(2), 201–210 (1993)
Massopust, P.R.: Fractal Functions, Fractal Surfaces, and Wavelets, 2nd edn. Academic Press, San Diego (1994)
Massopust, P.R.: Interpolation and Approximation with Splines and Fractals. Oxford University Press, Oxford (2010)
Massopust, P.R.: Local fractal interpolation on unbounded domains. Proc. Edinb. Math. Soc. (2) 61(1), 151–167 (2018)
Massopust, P.R.: Non-stationary fractal interpolation. Mathematics 7(8), 666 (2019). https://doi.org/10.3390/math7080666
Mazel, D.S., Hayes, M.H.: Using iterated function system to model discrete sequences. IEEE Trans. Sig. Proc. 40(7), 1724–1734 (1992)
Navascués, M.A.: Error bounds for affine fractal interpolation. Math. Ineq. Appl. 9(2), 273–288 (2006)
Navascués, M.A., Sebastián, M.V.: Smooth fractal interpolation. J. Inequal. Appl. 2006, 78734, pp. 1–20 (2006)
Navascués, M.A., Sebastián, M.V.: Numerical integration of affine fractal functions. J. Comput. Appl. Math. 252, 169–176 (2013)
Navascués, M.A.: Affine fractal functions as bases of continuous functions. Quaest. Math., pp. 1–20 (2014)
Ruan, H., Sha, Z., Su, W.: Counterexamples in parameter identification problem of the fractal interpolation functions. J. Approx. Theory 122(1), 121–128 (2003)
Tetenov, A.V.: Self-similar Jordan arcs and graph-directed systems of similarities. Sib. Math. J. 47(5), 940–949 (2006)
Véhel, J.L., Daoudi, K., Lutton, E.: Fractal modeling of speech signals. Fractals 2(3), 379–382 (1994)
Wang, H.Y., Yu, J.S.: Fractal interpolation functions with variable parameters and their analytical properties. J. Approx. Theory 175, 1–18 (2005)
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
A.K.B. Chand is thankful for the Project: MTR/2017/000574 - MATRICS from the Science and Engineering Research Board (SERB), Government of India. A part of the paper has been presented as a short communication at the International Congress of Mathematician (ICM -2018), Brazil. A.V. Tetenov is supported by Russian Foundation of Basic Research project 18-01-00420 A, and thanks to IIT Madras for facilitating two visits for this joint work.
Rights and permissions
About this article
Cite this article
Chand, A.K.B., Vijender, N., Viswanathan, P. et al. Affine zipper fractal interpolation functions. Bit Numer Math 60, 319–344 (2020). https://doi.org/10.1007/s10543-019-00774-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10543-019-00774-3
Keywords
- Zipper
- Fractal interpolation function
- Affine zipper fractal function
- Box counting dimension
- Integral equation