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Approximate Calculation of Sums II: Gaussian Type Quadrature

Approximate calculation of sums. II: Gaussian type quadrature
Authors: Iván Area; Dimitar K. Dimitrov 0001; Eduardo Godoy; Vanessa G. Paschoa;

Approximate Calculation of Sums II: Gaussian Type Quadrature

Abstract

Summary: The present paper is a continuation of a recent article [ibid. 52, No. 4, 1867--1886 (2014; Zbl 1311.33006)], where we proposed an algorithmic approach for approximate calculation of sums of the form \(\sum_{j=1}^{N} f(j)\). The method is based on a Gaussian type quadrature formula for sums, which allows the calculation of sums with a very large number of terms \(N\) to be reduced to sums with a much smaller number of summands \(n\). In this paper we prove that the Weierstrass-Dochev-Durand-Kerner iterative numerical method, with explicitly given initial conditions, converges to the nodes of the quadrature formula. Several methods for computing the nodes of the discrete analogue of the Gaussian quadrature formula are compared. Since, for practical purposes, any approximation of a sum should use only the values of the summands \(f({j})\), we implement a simple but efficient procedure to additionally approximate the evaluations at the nodes by local natural splines. Explicit numerical examples are provided. Moreover, the error in different spaces of functions is analyzed rigorously.

Country
Brazil
Keywords

monospline, Gaussian type quadrature formula for sums, 511, zeros of Gram polynomials, approximate calculation of sums, Numerical computation of roots of polynomial equations, Numerical integration, orthogonal Gram polynomials, Weierstrass-Dochev-Durand-Kerner method, 518, zeros of Legendre polynomials, natural spline, error analysis

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Average
Average
Average
Green