Emergent Mind

Exact Solutions in Structured Low-Rank Approximation

(1311.2376)
Published Nov 11, 2013 in math.OC , cs.SC , math.AG , and stat.CO

Abstract

Structured low-rank approximation is the problem of minimizing a weighted Frobenius distance to a given matrix among all matrices of fixed rank in a linear space of matrices. We study exact solutions to this problem by way of computational algebraic geometry. A particular focus lies on Hankel matrices, Sylvester matrices and generic linear spaces.

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