Abstract
\def\cD{{\mathcal D}} Suppose is a symmetric matrix whose entries are polynomials in freely noncommutative variables and is positive definite. Let denote the component of zero of the set of those -tuples of symmetric matrices (of the same size) such that is positive definite. In another paper of the authors [{\it Every free convex basic semi-algebraic set has an LMI representation}, Annals of Mathematics, to appear] it was shown that if is convex and bounded, then can be described as the set of solutions of a linear matrix inequality (LMI). This article extends that result from matrices of polynomials to matrices of rational functions in free variables.\par As a refinement of a theorem of Kaliuzhnyi-Verbovetskyi and Vinnikov, it is also shown that a minimal symmetric descriptor realization for a symmetric free matrix-valued rational function in freely noncommuting variables precisely encodes the singularities of the rational function. This singularities result is an important ingredient in the proof of the LMI representation theorem stated above.
Suggested citation
J. W. Helton, S. McCullough. “Free Convex Sets Defined by Rational Expressions Have LMI Representations.” Journal of Convex Analysis 21 (2014), No. 2, 425–448.
Copyright Heldermann Verlag 2014