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The Hessian of a noncommutative polynomial has numerous negative eigenvalues
Authors:Harry Dym  J William Helton  Scott Mccullough
Institution:(1) Department of Mathematics, Weizmann Institute, Rehovot, 76100, Israel;(2) Mathematics Department, University of California at San Diego, La Jolla, Ca 92093-0112, USA;(3) Department of Mathematics, University of Florida, Gainesville, FL 32611-8105, USA
Abstract:In this paper, we establish bounds on the degree of a symmetric polynomial p = p(x) = p(x 1,..., x g ) (with real coefficients) in g noncommuting (nc) variables x 1,..., x g in terms of the “signature” of its Hessian

$$p'(x)h]: = \frac{{d^2 p(x + th)}}{{dt^2 }}|t = 0,$$
which is a polynomial in x and h = (h 1,..., h g ) homogeneous of degree 2 in h. The bounds are obtained by exploiting the interplay between assorted representations for p(x) and p″(x)h] that are developed in the paper. In particular, p″(x)h] admits a representation of the form 
$$(SDS)       p'(x)h] = \sum\limits_{j = 1}^{\sigma _ +  } {f_j^ +  (x)h]^T f_j^ +  (x)h]}  - \sum\limits_{\ell  = 1}^{\sigma _ -  } {f_\ell ^ -  (x)h]^T f_\ell ^ -  (x)h]} $$
where f j + , f j are nc polynomials. Such representations are highly non-unique. However, there is a unique smallest number of positive (resp., negative) squares σ ± min required in an SDS decomposition of p″(x)h]. Our main results yield the following corollary and a number of refinements. Supported by a Jay and Renee Weiss Chair. Partly supported by the NSF and the Ford Motor Co. Partly supported by the NSF grants DMS-0140112 and DMS-0457504.
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