A note on the representation of positive polynomials with structured sparsity |
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Authors: | David Grimm Tim Netzer Markus Schweighofer |
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Institution: | 1.Fachbereich Mathematik und Statistik,Universit?t Konstanz,Konstanz,Germany |
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Abstract: | We consider real polynomials in finitely many variables. Let the variables consist of finitely many blocks that are allowed
to overlap in a certain way. Let the solution set of a finite system of polynomial inequalities be given, where each inequality
involves only variables of one block. We investigate polynomials that are positive on such a set and sparse in the sense that
each monomial involves only variables of one block. In particular, we derive a short and direct proof for Lasserre’s theorem
on the existence of sums of squares certificates respecting the block structure. The motivation for the results can be found
in the literature on numerical methods for global optimization of polynomials that exploit sparsity.
The first and the third author were supported by the DFG grant “Barrieren”. The second author was supported by “Studienstiftung
des deutschen Volkes”. |
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Keywords: | 11E25 13J30 14P10 |
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