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Canadian Journal of Mathematics
Article . 2001 . Peer-reviewed
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Article . 2001
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Hyperbolic Polynomials and Convex Analysis

Hyperbolic polynomials and convex analysis
Authors: Bauschke, Heinz H.; Güler, Osman; Lewis, Adrian S.; Sendov, Hristo S.;

Hyperbolic Polynomials and Convex Analysis

Abstract

AbstractA homogeneous real polynomialpishyperbolicwith respect to a given vector d if the univariate polynomial t ⟼ p(x − td) has all real roots for all vectorsx. Motivated by partial differential equations, Gårding proved in 1951 that the largest such root is a convex function ofx, and showed various ways of constructing new hyperbolic polynomials. We present a powerful new such construction, and use it to generalize Gårding’s result to arbitrary symmetric functions of the roots. Many classical and recent inequalities follow easily. We develop various convex-analytic tools for such symmetric functions, of interest in interior-point methods for optimization problems over related cones.

Keywords

Convex programming, hyperbolicity cone, hyperbolic barrier function, hyperbolic polynomial, unitarily invariant norm, convex analysis, singular value, symmetric function, interior-point method, Convex functions and convex programs in convex geometry, Gårding's inequality, eigenvalue, semidefinite program

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    Top 10%
    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
49
Top 10%
Top 10%
Average
bronze