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arxiv: 1612.04146 · v1 · pith:OGTN53TKnew · submitted 2016-12-13 · 🧮 math.OC

Convergence rates of moment-sum-of-squares hierarchies for volume approximation of semialgebraic sets

classification 🧮 math.OC
keywords convergencevolumehierarchiesmoment-sum-of-squarespolynomialssemialgebraicsequenceabove
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Moment-sum-of-squares hierarchies of semidefinite programs can be used to approximate the volume of a given compact basic semialgebraic set K. The idea consists of approximating from above the indicator function of K with a sequence of polynomials of increasing degree d, so that the integrals of these polynomials generate a convergence sequence of upper bounds on the volume of K. We show that the asymptotic rate of this convergence is at least O(1/ log log d).

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