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Affine-invariant orders on the set of positive-definite matrices

Accepted version
Peer-reviewed

Type

Conference Object

Change log

Authors

Mostajeran, C 
Sepulchre, Rodolphe  ORCID logo  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

Volume Title

10589 LNCS

Publisher

Springer International Publishing
Sponsorship
European Research Council (670645)
EPSRC (1355845)
ERC