Abstract
In this article, rational cubic fractal interpolation function (RCFIF) with three shape parameters is constructed. We develope the orthonormal basis consists of cardinal RCFIFs for the space of RCFIFs with fixed parameters. We show the space RCFIFs with fixed parameters is a reproducing kernel Hilbert space and we study the curve fitting problem. Also, we discuss the orthogonal projection on the space of RCFIFs with fixed parameters. Further, we study the constrained aspects of cardinal RCFIFs. Numerical results are provided to support theoretical results.
Similar content being viewed by others
References
Balasubramani, N. 2017. Shape preserving rational cubic fractal interpolation function. Journal of Computational and Applied Mathematics 319: 277–295.
Balasubramani, N., and A. Gowrisankar. 2021. Affine recurrent fractal interpolation functions. The European Physical Journal Special Topics 230 (21–22): 3765–3779.
Barnsley, M.F. 1986. Fractal functions and interpolation. Constructive Approximation 2: 303–329.
Barnsley, M.F., and A.N. Harrington. 1989. The calculus of fractal interpolation functions. Journal of Approximation Theory 57 (1): 14–34.
Barnsley, M.F., J. Elton, D. Hardin, and P. Massopust. 1989. Hidden variable fractal interpolation functions. SIAM Journal on Mathematical Analysis 20 (5): 1218–1242.
Bouboulis, P., and M. Mavroforakis. 2011. Reproducing kernel Hilbert spaces and fractal interpolation. Journal of Computational and Applied Mathematics 235 (12): 3425–3434.
Chand, A.K.B., and G.P. Kapoor. 2006. Generalized cubic spline fractal interpolation functions. SIAM Journal on Numerical Analysis 44 (2): 655–676.
Chand, A.K.B., and N. Vijender. 2014. Monotonicity preserving rational quadratic fractal interpolation functions. Advances in Numerical Analysis 2014: 17.
Chand, A.K.B., and P. Viswanathan. 2013. A constructive approach to cubic Hermite fractal interpolation function and its constrained aspects. BIT Numerical Mathematics 53: 841–865.
Chand, A.K.B., N. Vijender, and M.A. Navascués. 2014. Shape preservation of scientific data through rational fractal splines. Calcolo 51 (2): 329–362.
Chand, A.K.B., N. Vijender, P. Viswanathan, and A.V. Tetenov. 2020. Affine zipper fractal interpolation functions. BIT Numerical Mathematics 60: 319–344.
Craciunescu, O.I., S.K. Das, J.M. Poulson, and T.V. Samulski. 2001. Three-dimensional tumor perfusion reconstruction using fractal interpolation functions. IEEE Transactions on Biomedical Engineering 48 (4): 462–473.
Dalla, L., and V. Drakopoulos. 1999. On the parameter identification problem in the plane and the polar fractal interpolation functions. Journal of Approximation Theory 101 (2): 289–302.
Drakopoulos, V., P. Bouboulis, and S. Theodoridis. 2006. Image compression using affine fractal interpolation on rectangular lattices. Fractals 14 (04): 259–269.
Luor, D.C. 2018. Fractal interpolation functions with partial self similarity. Journal of Mathematical Analysis and Applications 464 (1): 911–923.
Luor, D.C. 2022. Reproducing kernel Hilbert spaces of fractal interpolation functions for curve fitting problems. Fractals 30 (03): 1–10.
Navascués, M.A. 2005. Fractal polynomial interpolation. Zeitschrift für Analysis und ihre Anwendungen 24 (2): 401–418.
Navascués, M.A. 2014. Affine fractal functions as bases of continuous functions. Quaestiones Mathematicae 37 (3): 415–428.
Navascués, M.A., and M.V. Sebastián. 2006. Error bounds for affine fractal interpolation. Mathematical Inequalities and Applications 9 (2): 273.
Paulsen, V.I., and M. Raghupathi. 2016. An introduction to the theory of reproducing kernel Hilbert spaces. Cambridge: Cambridge University Press.
Prasad, S.A. 2019. Reproducing kernel Hilbert space and coalescence hidden-variable fractal interpolation functions. Demonstratio Mathematica 52 (1): 467–474.
Saitoh, S., and Y. Sawano. 2016. Theory of reproducing kernels and applications. Singapore: Springer.
Tyada, K.R., A.K.B. Chand, and M. Sajid. 2021. Shape preserving rational cubic trigonometric fractal interpolation functions. Mathematics and Computers in Simulation 190: 866–891.
Viswanathan, P., and A.K.B. Chand. 2014. \(\alpha \)-fractal rational splines for constrained interpolation. Electronic Transactions on Numerical Analysis 41: 420–442.
Viswanathan, P., and A.K.B. Chand. 2014. A fractal procedure for monotonicity preserving interpolation. Applied Mathematics and Computation 247: 190–204.
Viswanathan, P., and A.K.B. Chand. 2015. A \(\cal{C} ^1\)-rational cubic fractal interpolation function: convergence and associated parameter identification problem. Acta Applicandae Mathematicae 136 (1): 19–41.
Viswanathan, P., A.K.B. Chand, and M.A. Navascués. 2015. A rational iterated function system for resolution of univariate constrained interpolation. Revista de la Real Academia de Ciencias Exactas, Fisicas y Naturales. Serie A. Matematicas 109: 483–509.
Acknowledgements
The authors thank the unknown referees for their valuable comments and suggestions, which helps to improve the presentation. The second author work was supported by the Ministry of Science and Technology, R.O.C., under Grant MOST 111-2115-M-214-001.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no Conflict of interest.
Additional information
Communicated by S. Ponnusamy.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Balasubramani, N., Luor, DC. Some results on the space of rational cubic fractal interpolation functions. J Anal (2024). https://doi.org/10.1007/s41478-024-00734-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s41478-024-00734-3