Abstract
We consider the so-called simplest formula for local approximation by polynomial splines of order \( n \) (Schoenberg splines). The spline itself and all derivatives except that of the highest order, approximate a given function and its corresponding derivatives with the second order. We show that the jump of the highest derivative of order \( n-1 \); i. e., the value of discontinuity, divided by the meshsize, approximates the \( n \)th derivative of the original function. We found an asymptotic expansion of the jump.
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Zavyalov Yu. S., Kvasov B. I., and Miroshnichenko V. L.,Methods of Spline Functions [Russian], Nauka, Moscow (1980).
De Boor C.,A Practical Guide to Splines. Revised ed., Springer, New York (2001) (Applied Mathematical Science; Vol. 27).
Volkov Yu. S., “Totally positive matrices in the methods of constructing interpolation splines of odd degree,” Siberian Adv. Math., vol. 15, no. 4, 96–125 (2005).
Volkov Yu. S., “Interpolation by splines of even degree according to Subbotin and Marsden,” Ukrainian Math. J., vol. 66, no. 7, 994–1012 (2014).
Volkov Yu. S., “The general problem of polynomial spline interpolation,” Proc. Steklov Inst. Math., vol. 300, no. suppl. 1, 187–198 (2018).
Volkov Yu. S., “On a complete interpolation spline finding via B-splines,” Sib. Electr. Math. Reports, vol. 5, 334–338 (2008).
Volkov Yu. S., “Obtaining a banded system of equations in complete spline interpolation problem via B-spline basis,” Centr. Eur. J. Math., vol. 10, no. 1, 352–356 (2012).
Volkov Yu. S., “De Boor–Fix functionals and Hermite boundary conditions in the polynomial spline interpolation problem,” Eur. J. Math. (2020). doi 10.1007/s4087902000406z
Volkov Yu. S., “Convergence of spline interpolation processes and conditionality of systems of equations for spline construction,” Sb. Math., vol. 210, no. 4, 550–564 (2019).
Volkov Yu. S., “Study of the convergence of interpolation processes with splines of even degree,” Sib. Math. J., vol. 60, no. 6, 973–983 (2019).
Schoenberg I. J., “On spline functions,” in: Inequalities: Proc. Symp. Wright–Patterson Air Force Base, Ohio, 1965, Academic, New York (1967), 255–291.
Korovkin P. P.,Linear Operators and Approximation Theory, Hindustan, Delhi (1960).
Bogdanov V. V., Volkov Yu. S., Miroshnichenko V. L., and Shevaldin V. T., “Shape-preserving interpolation by cubic splines,” Math. Notes, vol. 88, no. 6, 798–805 (2010).
Bogdanov V. V. and Volkov Yu. S., “Shape-preservation conditions for cubic spline interpolation,” Siberian Adv. Math., vol. 29, no. 4, 231–262 (2019).
Volkov Yu. S. and Shevaldin V. T., “Shape preserving conditions for the spline interpolation of the second degree in the sense of Subbotin and Marsden,” Trudy Inst. Mat. i Mekh. UrO RAN, vol. 18, no. 4, 145–152 (2012).
Volkov Yu. S. and Subbotin Yu. N., “Fifty years of Schoenberg’s problem on the convergence of spline interpolation,” Proc. Steklov Inst. Math., vol. 288, no. 1, 222–237 (2015).
Shevaldin V. T.,Approximation by Local Splines [Russian], Ural Branch of the Russian Academy of Sciences, Ekaterinburg (2014).
Subbotin Yu. N., “Inheritance of monotonicity and convexity in local approximations,” Comp. Math. Math. Phys., vol. 33, no. 7, 879–884 (1993).
Shevaldin V. T., “Approximation by local parabolic splines with arbitrary node spacing,” Sib. Zh. Vychisl. Mat., vol. 8, no. 1, 77–88 (2005).
Ovchinnikova T. È., “Exact estimates of the local approximation error by cubic splines. A formula that is exact on first-degree polynomials,” Vychisl. Sist., vol. 128, 39–59 (1988).
Shevaldin V. T., Strelkova E. V., and Volkov Yu. S., “Local approximation by splines with displacement of nodes,” Siberian Adv. Math., vol. 23, no. 1, 69–75 (2013).
Zheludev V. A., “Local spline approximation on a uniform mesh,” URSS Comp. Math. Math. Phys., vol. 27, no. 5, 8–19 (1987).
Neuman E., “Moments and Fourier transforms of B-splines,” J. Comput. Appl. Math., vol. 7, no. 1, 51–62 (1981).
Zheludev V. A., “Representation of the approximational error term and sharp estimates for some local splines,” Math. Notes, vol. 48, no. 3, 911–919 (1990).
Zheludev V. A., “Local splines of defect 1 on a uniform mesh,” Sib. J. Comput. Math., vol. 1, no. 2, 123–156 (1992).
Beutel L., Gonska H., Kacsó D., and Tachev G., “On variation-diminishing Schoenberg operators: new quantitative statements,” in: Multivariate Approximation and Interpolation with Applications. Proc. 6th Int. Workshop MAIA 2001 (Almuñécar, Spain, 2001), Acad. Ciencias Exactas, Físicas, Químicas y Naturales de Zaragoza, Zaragoza (2002), 9–58.
Gonska H., Wozniczka M., and Zeilfelder F., “A note on approximation properties of derivatives of Schoenberg splines,” Mathematica (Cluj), vol. 52, no. 1, 15–29 (2010).
Ahlberg J. H., Nilson E. N., and Walsh J. L.,The Theory of Splines and Their Applications, Academic, New York (1967).
Kindalev B. S., “On asymptotics of the jump of highest derivative for a polynomial spline,” Siberian Adv. Math., vol. 12, no. 2, 48–55 (2002).
Volkov Yu. S. and Miroshnichenko V. L., “Approximation of derivatives by jumps of interpolating splines,” Math. Notes, vol. 89, no. 1, 138–141 (2011).
De Boor C. and Fix G. J., “Spline approximation by quasiinterpolants,” J. Approx. Theory, vol. 8, no. 1, 19–45 (1973).
Lyche T. and Schumaker L. L., “Local spline approximation methods,” J. Approx. Theory, vol. 15, no. 4, 294–325 (1975).
Funding
The study was carried out within the framework of the state contract of the Sobolev Institute of Mathematics (Project No. 0314–2019–0013) and with partial financial support by the Russian Foundation for Basic Research (RFBR) and the German Science Foundation (DFG) according to the joint German–Russian research project 19–51–12008.
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Volkov, Y.S., Bogdanov, V.V. On Error Estimates of Local Approximation by Splines. Sib Math J 61, 795–802 (2020). https://doi.org/10.1134/S0037446620050031
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DOI: https://doi.org/10.1134/S0037446620050031