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 |
|---|---|
| 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