 |
Optimization Algorithms on Matrix Manifolds
|
Contents Talks Events Software Bibtex Authors Catalog links Errata
Table Of Contents
1. Introduction
2. Motivation and applications
3. Matrix manifolds: first-order geometry
4. Line-search algorithms
5. Matrix manifolds: second-order geometry
6. Newton's method
7. Trust-region methods
8. A constellation of superlinear algorithms
Detailed table of contents
Chapter One
Related talks
- Slides of the BFG'09 talk "Optimization on manifolds: methods and applications", Leuven, 18 Sep 2009
- Talk on vector transport given at ICIAM 07,
17 July 2007:
PDF file.
-
Overview talk given at the DYSCO meeting, 16 April 2007:
PDF file.
Related events
Related software
Bibtex entry
@BOOK{AbsMahSep2008,
author = "P.-A. Absil and R. Mahony and R. Sepulchre",
title = "Optimization Algorithms on Matrix Manifolds",
publisher = "Princeton University Press",
address = "Princeton, NJ",
year = 2008,
}
About the authors
- P.-A. Absil is with the Department of Mathematical Engineering, Université catholique de Louvain.
- R. Mahony is with the Department of Engineering, The Australian National University.
- R. Sepulchre is with the Department of Electrical Engineering and Computer Science, Université de Liège.
Catalog links
Princeton University Press:
http://press.princeton.edu/titles/8586.html
Amazon:
Barnes & Noble (USA)
Blackwell (UK)
Blackwell (USA)
WHSmith (UK)
Libri.de
[Home]