Affine-invariant orders on the set of positive-definite matrices
Accepted version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Mostajeran, C
Sepulchre, Rodolphe https://orcid.org/0000-0002-7047-3124
Abstract
© 2017, Springer International Publishing AG. We introduce a family of orders on the set S+n of positive-definite matrices of dimension n derived from the homogeneous geometry of S+n induced by the natural transitive action of the general linear group GL(n). The orders are induced by affine-invariant cone fields, which arise naturally from a local analysis of the orders that are compatible with the homogeneous structure of S+n. We then revisit the well-known Löwner-Heinz theorem and provide an extension of this classical result derived using differential positivity with respect to affine-invariant cone fields.
Description
Keywords
46 Information and Computing Sciences
Journal Title
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Conference Name
3rd conference on Geometric Science of Information (GSI)
Journal ISSN
0302-9743
1611-3349
1611-3349
Volume Title
10589 LNCS
Publisher
Springer International Publishing
Publisher DOI
Sponsorship
European Research Council (670645)
EPSRC (1355845)
EPSRC (1355845)
ERC