Symmetry Reduction to Optimize a Graph-based Polynomial From Queueing Theory

نویسندگان

چکیده

For given integers $n$ and $d$, both at least 2, we consider a homogeneous multivariate polynomial $f_d$ of degree $d$ in variables indexed by the edges complete graph on vertices coefficients depending cardinalities certain unions edges. Cardinaels, Borst van Leeuwaarden (arXiv:2111.05777, 2021) asked whether $f_d$, which arises model job occupancy redundancy scheduling, attains its minimum over standard simplex uniform probability vector. Brosch, Laurent, Steenkamp [SIAM J. Optim. 31 (2021), 2227--2254] proved that is convex if $d=2$ $d=3$, implying desired result for these $d$. We give symmetry reduction to show fixed (for all $n\geq 2$) constant number matrices (with size independent $n$) are positive semidefinite. This then used combination with computer-assisted verification $d\leq 9$.

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ژورنال

عنوان ژورنال: SIAM Journal on Applied Algebra and Geometry

سال: 2022

ISSN: ['2470-6566']

DOI: https://doi.org/10.1137/21m1413298