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arXiv · 2308.07765

The algebraic degree of sparse polynomial optimization

Abstract

We study a broad class of polynomial optimization problems whose constraints and objective functions exhibit sparsity patterns. We give two characterizations of the number of critical points to these problems, one as a mixed volume and one as an intersection product on a toric variety. As a corollary, we obtain a convex geometric interpretation of polar degrees, a classical invariant of algebraic varieties, as well as Euclidean distance degrees. Furthermore, we prove the BKK generality of Lagrange systems in many instances.

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Julia Lindberg, Leonid Monin, Kemal Rose. 2023-08-15. The algebraic degree of sparse polynomial optimization. https://arxiv.org/abs/2308.07765

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