Abstract
We consider the fractal convolution of two maps f and g defined on a real interval as a way of generating a new function by means of a suitable iterated function system linked to a partition of the interval. Based on this binary operation, we consider the left and right partial convolutions, and study their properties. Though the operation is not commutative, the one-sided convolutions have similar (but not equal) characteristics. The operators defined by the lateral convolutions are both nonlinear, bi-Lipschitz and homeomorphic. Along with their self-compositions, they are Fréchet differentiable. They are also quasi-isometries under certain conditions of the scale factors of the iterated function system. We also prove some topological properties of the convolution of two sets of functions. In the last part of the paper, we study stability conditions of the dynamical systems associated with the one-sided convolution operators.
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M.F. Barnsley, Fractal functions and interpolation. Constr. Approx. 2, (1986), 303–329. DOI: 10.1007/BF01893434.
A.S. Besicovitch, On linear sets of points of fractional dimension. Math. Ann. 101, (1929), 161–193. DOI: 10.1007/BF01454831.
P.G. Casazza, O. Christensen, Perturbation of operators and applications to frame theory. J. Fourier Analysis Appl. 3, 5, (1997), 543–557. DOI: 10.1007/BF02648883.
K. Falconer. Fractal Geometry: Mathematical Foundations and Applications, Wiley, Chichester, (1990).
F. Hausdorff, Dimension undäusseres mass. Math. Ann. 79, (1919), 157–179.
J. Hutchinson, Fractals and self-similarity. Indiana Univ. Math. J. 30, (1981), 713–747.
Y.S. Liang, Fractal dimension of Riemann-Liouville fractional integral of 1-dimensional continuous functions. Fract. Calc. Appl. Anal. 21, 6, (2018), 1651–1658. DOI: 10.1515/fca-2018-0087; https://www.degruyter.com/journal/key/fca/21/6/html.
B.B. Mandelbrot, Noises with an 1/f spectrum, a bridge between direct current and white noise. IEEE Trans. Information Theory IT-13, (1967), 289–298. DOI: 10.1109/TIT.1967.1053992.
B.B. Mandelbrot. The Fractal Geometry of Nature, W. H. Freeman, New York, (1983).
B.B. Mandelbrot, J.V. Ness, Fractional Brownian motion, fractional noises and applications. SIAM Review. 10, (1968), 422–437. DOI: 10.1137/1010093.
P. Mattila, Hausdorff dimension, orthogonal projections and intersection with planes. Ann. Acad. Sci. Fenn. Ser. AI 1, (1975), 227–244.
M.A. Navascués, Fractal bases of Lp spaces. Fractals 20, 2, (2012), 141–148. DOI: 10.1142/S0218348X12500132.
M.A. Navascués, Fractal approximation of discontinuous functions. J. of Basic and Appl. Sciences 10, (2014), 173–176. DOI: 10.6000/1927-5129.2014.10.24.
M.A. Navascués, A.K.B Chand, Fundamental sets of fractal functions. Acta Appl. Math. 100, (2008), 247–261. DOI: 10.1007/s10440-007-9182-2.
M.A. Navascués, P.R. Massopust, Fractal convolution: a new operation between functions. Fract. Calc. Appl. Anal. 22, 3, (2019), 619–643. DOI: 10.1515/fca-2019-0035; https://www.degruyter.com/journal/key/fca/22/3/html.
M.A. Navascués, R.N. Mohapatra, M.N. Akhtar, Construction of fractal surfaces. Fractals 28, 1, (2020) 2050033; 1–13. DOI: 10.1142/S0218348X20500334.
R.R. Nigmatullin, W. Zhang, I. Gubaidullin, Accurate relationships between fractals and fractional integrals: new approaches and evaluations. Fract. Calc. Appl. Anal. 20, 5, (2017), 1263–1280. DOI: 10.1515/fca-2017-0066; https://www.degruyter.com/journal/key/fca/20/5/html.
F.M. Stein, R. Shakarchi. Functional Analysis. Introduction to Further Topics in Analysis, Princeton University Press, (2012).
Machado J.A. Tenreiro, V. Kiryakova, F. Mainardi, Recent history of fractional calculus. Comm. Nonlinear Sci. Numer. Simul. 16, (2011), 1140–1153. DOI: 10.1016/j.cnsns.2010.05.027.
D. Valério, J.A. Tenreiro Machado, V. Kiryakova, Some pioneers of the applications of fractional calculus. Fract. Calc. Appl. Anal. 17, 2, (2014), 552–578. DOI: 10.2478/s13540-014-0185-1; https://www.degruyter.com/journal/key/fca/17/2/html.
P. Viswanathan, M.A. Navascués, A fractal operator on some standard spaces of functions. Proc. Edinburgh Math. Soc. 60, (2017), 771–786. DOI: 10.1017/S0013091516000316.
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Navascués, M.A., Mohapatra, R.N. & Chand, A.K.B. Some Properties of the Fractal Convolution of Functions. Fract Calc Appl Anal 24, 1735–1757 (2021). https://doi.org/10.1515/fca-2021-0075
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DOI: https://doi.org/10.1515/fca-2021-0075