Recovering an Homogeneous Polynomial from Moments of Its Level Set |
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Authors: | Jean B Lasserre |
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Institution: | 1. LAAS-CNRS and Institute of Mathematics, University of Toulouse LAAS, 7 avenue du Colonel Roche, BP 54200, 31031, Toulouse Cedex 4, ?France
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Abstract: | Let $\mathbf{K }:=\left\{ \mathbf{x }: g(\mathbf{x })\le 1\right\} $ K : = x : g ( x ) ≤ 1 be the compact (and not necessarily convex) sub-level set of some homogeneous polynomial $g$ g . Assume that the only knowledge about $\mathbf{K }$ K is the degree of $g$ g as well as the moments of the Lebesgue measure on $\mathbf{K }$ K up to order $2d$ 2 d . Then the vector of coefficients of $g$ g is the solution of a simple linear system whose associated matrix is nonsingular. In other words, the moments up to order $2d$ 2 d of the Lebesgue measure on $\mathbf{K }$ K encode all information on the homogeneous polynomial $g$ g that defines $\mathbf{K }$ K (in fact, only moments of order $d$ d and $2d$ 2 d are needed). |
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