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Scale-Free Fractal Interpolation

M. A. Navascués, Cristina Maria Păcurar, Vasileios Drakopoulos

2022Fractal and Fractional28 citationsDOIOpen Access PDF

Abstract

An iterated function system that defines a fractal interpolation function, where ordinate scaling is replaced by a nonlinear contraction, is investigated here. In such a manner, fractal interpolation functions associated with Matkowski contractions for finite as well as infinite (countable) sets of data are obtained. Furthermore, we construct an extension of the concept of α-fractal interpolation functions, herein called R-fractal interpolation functions, related to a finite as well as to a countable iterated function system and provide approximation properties of the R-fractal functions. Moreover, we obtain smooth R-fractal interpolation functions and provide results that ensure the existence of differentiable R-fractal interpolation functions both for the finite and the infinite (countable) cases.

Topics & Concepts

Iterated function systemMathematicsFractalInterpolation (computer graphics)Nearest-neighbor interpolationFractal derivativeMathematical analysisLinear interpolationFractal analysisFractal dimensionComputer scienceArtificial intelligenceMotion (physics)PolynomialMathematical Dynamics and FractalsAdvanced Mathematical Theories and ApplicationsTheoretical and Computational Physics