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The Algebraic Degree of Semidefinite Programming

Presenter
January 18, 2007
Keywords:
  • Semidefinite programming
MSC:
  • 90C22
Abstract
Given a semidefinite program, specified by matrices with rational entries, each coordinate of its optimal solution is an algebraic number. We study the degree of the minimal polynomials of these algebraic numbers. Geometrically, this degree counts the critical points attained by a linear functional on a fixed rank locus in a linear space of symmetric matrices. We determine this degree using methods from complex algebraic geometry, such as projective duality, determinantal varieties, and their Chern classes. This is a joint paper with Jiawang Nie and Kristian Ranestad, posted at rxiv.org/abs/math.OC/0611562.