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Shape-Preservation Conditions for Cubic Spline Interpolation Full article

Journal Siberian Advances in Mathematics
ISSN: 1055-1344 , E-ISSN: 1934-8126
Output data Year: 2019, Volume: 29, Number: 4, Pages: 231-262 Pages count : 32 DOI: 10.3103/s1055134419040011
Tags cubic spline, shape-preserving interpolation, monotonicity, convexity
Authors Bogdanov V.V. 1,2 , Volkov Yu.S. 1,2
Affiliations
1 Sobolev Institute of Mathematics, Novosibirsk, 630090 Russia
2 Novosibirsk State University, Novosibirsk, 630090 Russia

Abstract: We consider the problem on shape-preserving interpolation by classical cubic splines. Namely, we consider conditions guaranteeing that, for a positive function (or a function whose k-th derivative is positive), the cubic spline (respectively, its kth derivative) is positive. We present a survey of known results, completely describe the cases in which boundary conditions are formulated in terms of the first derivative, and obtain similar results for the second derivative. We discuss in detail mathematical methods for obtaining sufficient conditions for shape-preserving interpolation. We also develop such methods, which allows us to obtain general conditions for a spline and its derivative to be positive. We prove that, for a strictly positive function (or a function whose derivative is positive), it is possible to find an interpolant of the same sign as the initial function (respectively, its derivative) by thickening the mesh.
Cite: Bogdanov V.V. , Volkov Y.S.
Shape-Preservation Conditions for Cubic Spline Interpolation
Siberian Advances in Mathematics. 2019. V.29. N4. P.231-262. DOI: 10.3103/s1055134419040011 Scopus РИНЦ OpenAlex
Original: Богданов В.В. , Волков Ю.С.
Условия формосохранения при интерполяции кубическими сплайнами
Математические труды. 2019. Т.22. №1. С.19-67. DOI: 10.33048/mattrudy.2019.22.102 РИНЦ OpenAlex
Identifiers:
Scopus: 2-s2.0-85076339086
Elibrary: 43215509
OpenAlex: W2994670009
Citing:
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Scopus 10
Elibrary 6
OpenAlex 9
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