85 research outputs found
Note on cubature formulae and designs obtained from group orbits
In 1960, Sobolev proved that for a finite reflection group G, a G-invariant
cubature formula is of degree t if and only if it is exact for all G-invariant
polynomials of degree at most t. In this paper, we find some observations on
invariant cubature formulas and Euclidean designs in connection with the
Sobolev theorem. First, we give an alternative proof of theorems by Xu (1998)
on necessary and sufficient conditions for the existence of cubature formulas
with some strong symmetry. The new proof is shorter and simpler compared to the
original one by Xu, and moreover gives a general interpretation of the
analytically-written conditions of Xu's theorems. Second, we extend a theorem
by Neumaier and Seidel (1988) on Euclidean designs to invariant Euclidean
designs, and thereby classify tight Euclidean designs obtained from unions of
the orbits of the corner vectors. This result generalizes a theorem of Bajnok
(2007) which classifies tight Euclidean designs invariant under the Weyl group
of type B to other finite reflection groups.Comment: 18 pages, no figur
Cubature formulae for the gaussian weight. Some old and new rules.
In this paper we review some of the main known facts about cubature rules to approximate integrals over domains in R-n, in particular with respect to the Gaussian weight w(x) = e(-xTx); where x = (x(1); ... ; x(n)) is an element of R-n. Some new rules are also presented. Taking into account the well-known issue of the "curse of dimensionality", our aim is at providing rules with a certain degree of algebraic precision and a reasonably small number of nodes as well as an acceptable stability. We think that the methods used to construct these new rules are of further applicability in the field of cubature formulas. The efficiency of new and old rules are compared by means of several numerical experiments
Numerical cubature on scattered data by adaptive interpolation
We construct cubature methods on scattered data via resampling on the support
of known algebraic cubature formulas, by different kinds of adaptive
interpolation (polynomial, RBF, PUM). This approach gives a promising
alternative to other recent methods, such as direct meshless cubature by RBF or
least-squares cubature formulas
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