Least-squares fitting using orthogonal multinomials

Author:

Bartels Richard H.1,Jezioranski John J.2

Affiliation:

1. Department of Computer Science, University of Waterloo, Waterloo, Ontario, Canada N2L 3G2

2. Ontario Cancer Institute, 500 Sherbourne, St., Toronto, Ontario, Canada M4X 1K9

Abstract

Forsythe has given a method for generating basis polynomials in a single variable that are orthogonal with respect to a given inner product. Weisfeld later demonstrated that Forsythe's approach could be extended to polynomials in an arbitrary number of variables. In this paper we sharpen Weisfeld's results and present a method for computing weighted, multinomial, least-squares approximations to given data.

Publisher

Association for Computing Machinery (ACM)

Subject

Applied Mathematics,Software

Reference6 articles.

1. Some Orthogonal Methods of Curve and Surface Fitting

2. Generation and use of orthogonal polynomials for data-fitting with a digital computer;FORSYTHE G.E;J. SIAM,1957

3. The pfort verifier

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