The Hessian of a noncommutative polynomial has numerous negative eigenvalues |
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Authors: | Harry Dym J William Helton Scott Mccullough |
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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 |
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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
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
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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Keywords: | |
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