The Generalized Lax Conjecture for hyperbolicity cones
A homogeneous polynomial is hyperbolic with respect to if and, for every , the polynomial has only real roots. Its hyperbolicity cone is
A cone is spectrahedral if it is defined by a linear matrix inequality, equivalently as the positive-semidefinite solution set of a linear matrix pencil. Generalized Lax Conjecture. Every hyperbolicity cone is spectrahedral. This is a major open problem in the theory of hyperbolic polynomials and convex optimization. The paper proves spectrahedrality for derivative relaxations of the positive semidefinite cone under a representation-theoretic assumption, but the general conjecture remains open.
References
Primary source
Mario Kummer, “Spectral linear matrix inequalities”, arXiv:2008.13452 (2021).
Additional references
5 papers in this index state this conjecture (2012–2020). The statement above is taken from the most recent of them; the others are arXiv:1611.06104, arXiv:1306.4483, arXiv:1207.3159, arXiv:1204.2997.
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