Abstract
We study analyticity, differentiability, and semismoothness of Löwner's operator and spectral functions under the framework of Euclidean Jordan algebras. In particular, we show that many optimization-related classical results in the symmetric matrix space can be generalized within this framework. For example, the metric projection operator over any symmetric cone defined in a Euclidean Jordan algebra is shown to be strongly semismooth. The research also raises several open questions, whose answers would be of strong interest for optimization research. © 2008 INFORMS.
Original language | English |
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Pages (from-to) | 421-445 |
Number of pages | 25 |
Journal | Mathematics of Operations Research |
Volume | 33 |
Issue number | 2 |
DOIs | |
Publication status | Published - 1 May 2008 |
Externally published | Yes |
Keywords
- Euclidean Jordan algebras
- Löwner's operator
- Semismoothness
- Spectral functions
ASJC Scopus subject areas
- General Mathematics
- Computer Science Applications
- Management Science and Operations Research