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FRACTAL DIMENSION OF MULTIVARIATE α-FRACTAL FUNCTIONS AND APPROXIMATION ASPECTS

Megha Pandey, Vishal Agrawal, Tanmoy Som

2022Fractals13 citationsDOI

Abstract

In this paper, we explore the concept of dimension preserving approximation of continuous multivariate functions defined on the domain [Formula: see text] (q-times) where [Formula: see text] is a natural number). We establish a few well-known multivariate constrained approximation results in terms of dimension preserving approximants. In particular, we indicate the construction of multivariate dimension preserving approximants using the concept of [Formula: see text]-fractal interpolation functions. We also prove the existence of one-sided approximation of multivariate function using fractal functions. Moreover, we provide an upper bound for the fractal dimension of the graph of the [Formula: see text]-fractal function. Further, we study the approximation aspects of [Formula: see text]-fractal functions and establish the existence of the Schauder basis consisting of multivariate fractal functions for the space of all real valued continuous functions defined on [Formula: see text] and prove the existence of multivariate fractal polynomials for the approximation.

Topics & Concepts

MathematicsFractalMultivariate statisticsFractal dimensionFractal dimension on networksDimension (graph theory)Interpolation (computer graphics)Fractal derivativeMultifractal systemMinkowski–Bouligand dimensionPure mathematicsMathematical analysisDiscrete mathematicsFractal analysisStatisticsComputer scienceImage (mathematics)Artificial intelligenceMathematical Dynamics and FractalsAdvanced Mathematical Theories and ApplicationsMathematical Analysis and Transform Methods