Hostname: page-component-586b7cd67f-rdxmf Total loading time: 0 Render date: 2024-11-22T09:46:26.053Z Has data issue: false hasContentIssue false

Distance Matrices and Ridge Function Interpolation

Published online by Cambridge University Press:  20 November 2018

Les Reid
Affiliation:
Department of Mathematics Southwest Missouri State University Springfield, Missouri 65804 USA.
Xingping Sun
Affiliation:
Department of Mathematics Southwest Missouri State University Springfield, Missouri 65804 USA.
Rights & Permissions [Opens in a new window]

Abstract

Core share and HTML view are not available for this content. However, as you have access to this content, a full PDF is available via the ‘Save PDF’ action button.

A geometric characterization is given for a collection of points in ℝd to produce a singular l1 -distance matrix. Some quantitative results are established in terms of "characteristic matrices". The results in this paper generalize those of Dyn, Light and Cheney and have application to ridge function interpolation.

Keywords

Type
Research Article
Copyright
Copyright © Canadian Mathematical Society 1993

References

[B] Bellman, R., Introduction to Matrix Analysis, McGraw-Hill Book Company, 1960.Google Scholar
[BP] Braess, D. and Pinkus, A., Interpolation by ridge functions , J. Approx. Theory, to appear.Google Scholar
[DS] Diliberto, S. P. and Straus, E.G., On the approximation of a function of several variable by the sum of functions of fewer variables, Pacific J. Math. 1(1951), 195210.Google Scholar
[DLC] Dyn, N., Light, W.A. and Cheney, E.W., Interpolation by piecewise-linear radial basis functions I, J. Approx. Theory 59(1989), 202223.Google Scholar
[H] Herz, C.S., Une ébauche d'une théorie générale des fonctions définie s-négative , Séminaire Brelot- Choquet-Deny (Théorie du Potentiel), 7eannée, Inst. Henri Poincaré, Paris.Google Scholar
[L] Light, W.A., The singularity of distance matrices. In: Multivariate Approximation Theory, (eds. Schempp, W., Chui, C. and Zeller, K.), Birkhauser-Verlag (1989), 233240.Google Scholar
[SI] Schoenberg, I.J., On certain metric spaces arising from Euclidean spaces by a change of metric and their imbedding in Hilbert space, Ann. Math. 38(1937), 787793.Google Scholar
[S2] Schoenberg, I.J., Metric spaces and positive definite functions, Trans. Amer. Math. Soc. 44(1938), 522536.Google Scholar
[S3] Schoenberg, I.J., Metric spaces and completely monotone functions, Ann. Math. 39(1938), 811841.Google Scholar
[SX] Sun, X., Multivariate interpolation by a general class of functions , J. Approx. Theory, to appear.Google Scholar