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A Fractal Version of a Bivariate Hermite Polynomial Interpolation

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Abstract

This note is concerned with the construction of a class of bivariate fractal functions interpolating a Hermite data set over a rectangular grid. To this end, we apply the general theory of smoothness preserving “fractal perturbation” of a bivariate continuous function to a Hermite interpolation formula in two variables studied by Chawla et al. [J. Aust. Math. Society, 18 (1974), pp. 402-410], which in turn is a slight generalization of Ahlin’s bivariate Hermite interpolation formula that made its debut in [Math. Comp., 18 (1964), pp. 264-273]. An upper bound for the error in approximating a sufficiently smooth function with the proposed bivariate Hermite fractal interpolation function is hinted at. The polynomial, Hermite and lacunary interpolation methods in the univariate setting were constantly reinvigorated using fractal methodology in the last 2 decades. To the writer’s knowledge, this is the first such study for the bivariate Hermite interpolation with the concept of bivariate fractal perturbation as its theoretical framework.

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References

  1. Ahlin, A.C.: A bivariate generalization of Hermite’s interpolation formula. Math. Comp. 18, 264–273 (1964)

  2. Baier, R., Perria, G.: Set-valued Hermite interpolation. J. Approx. Theory 163, 1349–1372 (2011)

    Article  MathSciNet  Google Scholar 

  3. Barbosu, D.: Some Hermite bivariate interpolation procedures. Buletinul ştiinţific al Universitatii Baia Mare, Seria B, Fascicola matematică informatică 14, 5–14 (1998)

    MathSciNet  MATH  Google Scholar 

  4. Barnsley, M.F.: Fractal functions and interpolation. Constr. Approx. 2, 303–32 (1986)

    Article  MathSciNet  Google Scholar 

  5. Barnsley, M.F., Harrington, A.N.: The calculus of fractal interpolation functions. J. Approx. Theory 57, 14–34 (1989)

    Article  MathSciNet  Google Scholar 

  6. Berriochoa, E., Cachafeiro, A., Garcá Amor, J.M.: An interpolation problem on the circle between Lagrange and Hermite problem. J. Approx. Theory 215, 118–144 (2017)

    Article  MathSciNet  Google Scholar 

  7. Bouboulis, P., Dalla, L.: A general construction of fractal interpolation functions on grids of \({\mathbb{R}}^n\). Euro. J. Appl. Math. 18, 449–476 (2007)

    Article  Google Scholar 

  8. Chand, A.K.B., Kapoor, G.P.: Generalized cubic spline fractal interpolation functions. SIAM J. Numer. Anal. 44, 655–676 (2006)

    Article  MathSciNet  Google Scholar 

  9. 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)

    Article  MathSciNet  Google Scholar 

  10. Chawla, M.M., Jayarajan, N.: A generalization of Hermite’s interpolation formula in two variables. J. Aust. Math. Soc. 18, 402–41 (1974)

  11. Gordon, W.J.: Spline-blended surface interpolation through curve networks. J. Math. Mech. 18, 931–952 (1969)

    MathSciNet  MATH  Google Scholar 

  12. Gordon, W.J.: Blending function methods of bivariate and multivariate interpolation and approximation. SIAM J. Numer. Anal. 8, 158–177 (1971)

    Article  MathSciNet  Google Scholar 

  13. Ivan, M.: A note on the Hermite interpolation. Numer. Algorithms 69, 517–522 (2015)

    Article  MathSciNet  Google Scholar 

  14. Jha, S., Chand, A.K.B., Navascués, M.A., Sahu, A.: Approximation properties of bivariate \(\alpha \)-fractal functions and dimension results, Appl. Anal., (2020) https://doi.org/10.1080/00036811.2020.1721472

  15. Jha, S., Chand, A.K.B., Navascués, M.A.: Generalized bivariate Hermite fractal interpolation function. Numer. Anal. Appl. 14, 1–12 (2021)

    Article  Google Scholar 

  16. Lorentz, R.A.: Multivariate Hermite interpolation by algebraic polynomials: a survey. J. Comp. Appl. Math. 122, 167–201 (2000)

    Article  MathSciNet  Google Scholar 

  17. Lour, D.-C.: Fractal interpolation functions with partial self similarity. J. Math. Anal. Appl. 464, 911–923 (2018)

    Article  MathSciNet  Google Scholar 

  18. Masson, Y., Jüttler, B.: Bivariate Hermite interpolation by a limiting case of the cross approximation algorithm. J. Compt. Appl. Math. 375, 112634 (2020)

    Article  MathSciNet  Google Scholar 

  19. Massopust, P.: Interpolation and Approximation with Splines and Fractals. Oxford University Press, Oxford (2010)

    MATH  Google Scholar 

  20. Massopust, P.: Fractal Functions, Fractal Surfaces, and Wavelets, 2nd edn. Academic Press, Cambridge (2016)

    MATH  Google Scholar 

  21. Massopust, P.: Non-stationary fractal interpolation. Mathematics 7(666), 1–14 (2019)

    Google Scholar 

  22. Navascués, M.A.: Fractal polynomial interpolation. Z. Anal. Anwend. 25(2), 401–418 (2005)

    Article  MathSciNet  Google Scholar 

  23. Navascués, M.A.: Fractal approximation. Complex Anal. Oper. Theory 4(4), 953–974 (2010)

    Article  MathSciNet  Google Scholar 

  24. Navascués, M.A., Sebastián, M.V.: Some results of convergence of cubic spline fractal interpolation functions. Fractals 11, 1–7 (2003)

    Article  MathSciNet  Google Scholar 

  25. Navascués, M.A., Sebastián, M.V.: Generalization of Hermite functions by fractal interpolation. J. Approx. Theory 131, 19–29 (2004)

    Article  MathSciNet  Google Scholar 

  26. Navascués, M.A., Mohapatra, R.N., Akhtar, M.N.: Construction of fractal surfaces. Fractals 28, 2050033 (13 pages) (2020)

  27. Ri, S.: A new nonlinear fractal interpolation function. Fractals 25, 1750063 (2017)

    Article  MathSciNet  Google Scholar 

  28. Ruan, H.-J., Xu, Q.: Fractal interpolation surfaces on rectangular grids. Bull. Aust. Math. Soc. 91, 435–446 (2015)

    Article  MathSciNet  Google Scholar 

  29. Spitzbart, A.: A generalization of Hermite’s interpolation formula. Amer. Math. Monthly 67, 42–46 (1960)

  30. Verma, S., Viswanathan, P.: A fractal operator associated to bivariate fractal interpolation functions, arXiv:1810.0970 (2018)

  31. Verma, S., Viswanathan, P.: A fractal operator associated with bivariate fractal interpolation functions on rectangular grids. Results Math. 75, 28 (2020). https://doi.org/10.1007/s00025-019-1152-2

    Article  MathSciNet  MATH  Google Scholar 

  32. Verma, S., Viswanathan, P.: Parameter identification for a class of bivariate fractal interpolation functions and constrained approximation, Num. Func. Anal. Opt., (2020) https://doi.org/10.1080/01630563.2020.1738458

  33. Vijender, N.: Bernstein fractal trigonometric approximation. Acta Appl. Math. 159, 11–27 (2019)

    Article  MathSciNet  Google Scholar 

  34. Viswanathan, P., Chand, A.K.B., Navascués, M.A.: Fractal perturbation preserving fundamental shapes: Bounds on the scale factors. J. Math. Anal. Appl. 419, 804–817 (2014)

    Article  MathSciNet  Google Scholar 

  35. Viswanathan, P., Navascués, M.A.: Fractal functions with function scaling factors as solutions of \((0,4)\) lacunary interpolation problem. Chaos Solitons Fractals 81, 98–102 (2015)

    Article  MathSciNet  Google Scholar 

  36. Wang, H.-Y., Yu, J.-S.: Fractal interpolation functions with variable parameters and their analytical properties. J. Approx. Theory 175, 1–28 (2013)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

Subsequent to the interim acceptance of this work, the author noticed the article [15] which deal with the same subject matter addressed in the current note. The approach taken in the aforementioned article is quite different from that of ours. This work was partially supported by SERB MATRICS under Project No. MTR/2020/000457.

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Viswanathan, P. A Fractal Version of a Bivariate Hermite Polynomial Interpolation. Mediterr. J. Math. 18, 225 (2021). https://doi.org/10.1007/s00009-021-01871-w

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