Unicity of best mean approximation by second order splines with variable knots

Author:

Barrow D. L.,Chui C. K.,Smith P. W.,Ward J. D.

Abstract

Let S N 2 S_N^2 denote the nonlinear manifold of second order splines defined on [0, 1] having at most N N interior knots, counting multiplicities. We consider the ques tion of unicity of best approximations to a function f f by elements of S N 2 S_N^2 . Approximation relative to the L 2 [ 0 , 1 ] {L_2}[0,1] norm is treated first, with the results then extended to the best L 1 {L_1} and best one-sided L 1 {L_1} approximation problems. The conclusions in each case are essentially the same, and can be summarized as follows: a sufficiently smooth function f f satisfying f > 0 f > 0 has a unique best approximant from S N 2 S_N^2 provided either log f \log f is concave, or N N is sufficiently large, N N 0 ( f ) N \geqslant {N_0}(f) ; for any N N , there is a smooth function f f , with f > 0 f > 0 , having at least two best approximants. A principal tool in the analysis is the finite dimensional topological degree of a mapping.

Publisher

American Mathematical Society (AMS)

Subject

Applied Mathematics,Computational Mathematics,Algebra and Number Theory

Reference9 articles.

1. Unicity of best 𝐿₂ approximation by second-order splines with variable knots;Barrow, D. L.;Bull. Amer. Math. Soc.,1977

2. Splines as linear combinations of 𝐵-splines. A survey;de Boor, Carl,1976

3. C. DE BOOR, "On the approximation by 𝛾 polynomials," in Approximation with Special Emphasis on Spline Functions (I. J. Schoenberg, Ed.), Academic Press, New York, 1969, pp. 157-183.

4. On the nonuniqueness of monosplines with least 𝐿₂-norm;Braess, Dietrich;J. Approximation Theory,1974

5. On the smoothness of best 𝐿₂ approximants from nonlinear spline manifolds;Chui, Charles K.;Math. Comp.,1977

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