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arxiv: 0805.3795 · v1 · submitted 2008-05-25 · 🧮 math.CA · math.FA

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Approximating with Gaussians

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keywords densegaussianalgorithmsapproximatingapproximationscoefficientscombinationsdetermining
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Linear combinations of translations of a single Gaussian, e^{-x^2}, are shown to be dense in L^2(R). Two algorithms for determining the coefficients for the approximations are given, using orthogonal Hermite functions and least squares. Taking the Fourier transform of this result shows low-frequency trigonometric series are dense in L^2 with Gaussian weight function.

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