Abstract
This paper addresses a method to obtain rational cubic fractal functions, which generate surfaces that lie above a plane via blending functions. In particular, the constrained bivariate interpolation discussed herein includes a method to construct fractal interpolation surfaces that preserve positivity inherent in a prescribed data set. The scaling factors and shape parameters involved in fractal boundary curves are constrained suitably such that these fractal boundary curves are above the plane whenever the given interpolation data along the grid lines are above the plane. Our rational cubic spline FIS is above the plane whenever the corresponding fractal boundary curves are above the plane. We illustrate our interpolation scheme with some numerical examples.
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Barnsley, M.F.: Fractal functions and interpolation. Constr. Approx. 2(4), 303–329 (1986)
Barnsley, M.F., Harrington, A.N.: The calculus of fractal functions. J. Approx. Theor. 57(1), 14–34 (1989)
Böhm, W.: A survey of curve and surface methods in CAGD. Comput. Aided Geom. Des. 1, 1–60 (1984)
Bouboulis, P., Dalla, L.: Fractal interpolation surfaces derived from fractal interpolation functions. J. Math. Anal. Appl. 336(2), 919–936 (2007)
Chand, A.K.B., Kapoor, G.P.: Hidden variable bivariate fractal interpolation surfaces. Fractals 11, 277–288 (2003)
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.: Natural cubic spline coalescence hidden variable fractal interpolation surfaces. Fractals 20(2), 117–131 (2012)
Chand, A.K.B., Viswanathan, P.: A constructive approach to cubic Hermite fractal interpolation function and its constrained aspects. BIT Numer. Math. 53(4), 841–865 (2013)
Chand, A.K.B., Vijender, N., Navascués, M.A.: Shape preservation of scientific data through rational fractal splines. Calcolo 51, 329–362 (2013)
Chand, A.K.B., Vijender, N.: Positive blending Hermite rational cubic spline fractal interpolation surfaces. Calcolo 1, 1–24 (2015)
Chand, A.K.B., Katiyar, S.K., Viswanathan, P.: Approximation using hidden variable fractal interpolation functions. J. Fractal Geom. 2(1), 81–114 (2015)
Chand, A.K.B., Navascues, M.A., Viswanathan, P., Katiyar, S.K.: Fractal trigonometric polynomial for restricted range approximation. Fractals 24(2), 11 (2016)
Casciola, G., Romani, L.: Rational interpolants with tension parameters. In: Lyche, T., Mazure, M.-L., Schumaker, L.L. (eds.) Curve and Surface Design. Modern Methods Mathematics, 41–50. Nashboro Press, Brentwood (2003).
Dalla, L.: Bivariate fractal interpolation functions on grids. Fractals 10(1), 53–58 (2002)
Farin, G.: Curves and Surfaces for CAGD. Morgan Kaufmann, San Francisco (2002)
Feng, Z., Feng, Y., Yuan, Z.: Fractal interpolation surfaces with function vertical scaling factors. Appl. Math. Lett. 25, 1896–1900 (2012)
Fritsch, F.N., Carlson, R.E.: Monotone piecewise cubic interpolations. SIAM J. Numer. Anal. 17(2), 238–246 (1980)
Geronimo, J.S., Hardin, D.: Fractal interpolation surfaces and a related 2-D multiresolution analysis. J. Math. Anal. Appl. 176, 561–586 (1993)
Geronimo, J.S., Hardin, D.: Fractal interpolation functions from \(R^n\) into \(R^m\) and their projections. Z. Anal. Anwendungen 12, 535–548 (1993)
Katiyar, S.K., Chand, A.K.B., Navascués, M.A.: Hidden variable \({\mathbf{A}}\)-fractal functions and their monotonicity aspects. Rev. R. Acad. Cienc. Zaragoza 71, 7–30 (2016)
Malysz, R.: The Minkowski dimension of the bivariate fractal interpolation surfaces. Chaos Solitons Fractals 27, 1147–1156 (2006)
Massopust, P.R.: Fractal surfaces. J. Math. Anal. Appl. 151, 275–290 (1990)
Metzler, W., Yun, C.H.: Construction of fractal interpolation surfaces on rectangular grids. Int. J. Bifurcat. Chaos Appl. Sci. Eng. 20(12), 4079–4086 (2010)
Navascués, M.A., Sebastián, M.V.: Smooth fractal interpolation. J. Inequal. Appl. 1–20 (2006). Article ID: 78734(1)
Navascues, M.A., Viswanathan, P., Chand, A.K.B., Sebastian, M.V., Katiyar, S.K.: Fractal bases for Banach spaces of smooth functions. Bull. Aust. Math. Soc. 92, 405–419 (2015)
Schimdt, J.W., Heß, W.: Positivity of cubic polynomial on intervals and positive spline interpolation. BIT Numer. Anal. 28, 340–352 (1988)
Sarfraz, M., Hussain, M.Z.: Data visualization using rational spline interpolation. J. Comput. Appl. Math. 189, 513–525 (2006)
Sarfraz, M., Hussain, M.Z., Nisar, A.: Positive data modeling using spline function. Appl. Math. Comput. 216, 2036–2049 (2010)
Shaikh, T., Sarfraz, M., Hussain, M.Z.: Shape preserving constrained data visualization using rational functions. J. Prime Res. Math. 7, 35–51 (2011)
Sarfraz, M., Hussain, M.Z., Hussain, M.: Shape-preserving curve interpolation. J. Comp. Math. 89, 35–53 (2012)
Songil, R.: A new construction of the fractal interpolation surface. Fractals 23, 12 (2015)
Viswanathan, P., Chand, A.K.B.: Fractal rational functions and their approximation properties. J. Approx. Theor. 185, 31–50 (2014)
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)
Xie, H., Sun, H.: The study on bivariate fractal interpolation functions and creation of fractal interpolated surfaces. Fractals 5, 625–634 (1997)
Wang, H.Y., Yu, J.S.: Fractal interpolation functions with variable parameters and their analytical properties. J. Approx. Theor. 175, 1–18 (2013)
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Katiyar, S.K., Reddy, K.M., Chand, A.K.B. (2017). Constrained Data Visualization Using Rational Bi-cubic Fractal Functions. In: Giri, D., Mohapatra, R., Begehr, H., Obaidat, M. (eds) Mathematics and Computing. ICMC 2017. Communications in Computer and Information Science, vol 655. Springer, Singapore. https://doi.org/10.1007/978-981-10-4642-1_23
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