Representation of Polynomials by Linear Combinations of Radial Basis Functions |
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Authors: | V E Maiorov |
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Institution: | 1. Department of Mathematics, Technion, Haifa, Israel
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Abstract: | Let ${\mathcal {P}_{n}^{d}}$ denote the space of polynomials on ? d of total degree n. In this work, we introduce the space of polynomials ${\mathcal {Q}_{2 n}^{d}}$ such that ${\mathcal {P}_{n}^{d}}\subset {\mathcal {Q}_{2 n}^{d}}\subset\mathcal{P}_{2n}^{d}$ and which satisfy the following statement: Let h be any fixed univariate even polynomial of degree n and $\mathcal{A}$ be a finite set in ? d . Then every polynomial P from the space ${\mathcal {Q}_{2 n}^{d}}$ may be represented by a linear combination of radial basis functions of the form h(∥x+a∥), $a\in \mathcal{A}$ , if and only if the set $\mathcal{A}$ is a uniqueness set for the space ${\mathcal {Q}_{2 n}^{d}}$ . |
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