Abstract
A set of multivariate data is called strictly convex if there exists a strictly convex interpolant to these data. In this paper we characterize strict convexity of Lagrange and Hermite multivariate data by a simple property and show that for strict convex data and given smoothness requirements there exists a smooth strictly convex interpolant. We also show how to construct a multivariate convex smooth interpolant to scattered data.
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References
J.M. Carnicer and W. Dahmen, Convexity preserving interpolation and Powell-Sabin elements, Comp. Aided Geom. Design 9 (1992) 279–289.
J.M. Carnicer and W. Dahmen, Characterization of local strict convexity preserving interpolation methods by C1 functions, J. Approx. Theory, to appear.
W. Dahmen and C.A. Micchelli, Convexity of multivariate Bernstein polynomials and box spline surfaces, Studia Sci. Math. Hung. 23 (1988) 265–287.
M. Neamtu, A contribution to the theory and practice of multivariate splines, Ph.D. Thesis, University of Twente, the Netherlands (1991).
T. Lyche, A recurrence relation for Chebyshevian B-splines, Constr. Approx. 1 (1985) 155–173.
T. Lyche, Discrete B-splines and conversion problems, in:Computation of Curves and Surfaces, eds. W. Dahmen, M. Gasca and C. Micchelli, (Kluwer, Dordrecht, 1990) pp. 117–134.
T. Lyche and L.L. Schumaker, L-spline wavelets, in:Wavelets: Theory, Algorithms, and Applications, eds. C. Chui, L. Montefusco and L. Puccio (Academic Press, New York, 1994) pp. 197–212.
T. Lyche and R. Winther, A stable recurrence relation for trigonometric B-splines, J. Approx. Theory 25 (1979) 266–279.
I.J. Schoenberg, On trigonometric spline interpolation, J. Math. Mech. 13 (1964) 795–825.
L.L. Schumaker,Spline Functions: Basic Theory (Interscience New York, 1991; reprinted by Krieger, Malabar, Florida, 1993).
L.L. Schumaker, On recursions for generalized splines, J. Approx. Theory 36 (1982) 16–31.
L.L. Schumaker, On hyperbolic splines, J. Approx. Theory 38 (1983) 144–166.
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Communicated by T.N.T. Goodman
Partially supported by DGICYT PS93-0310 and by the EC project CHRX-CT94-0522.