Paper ID sheet
- TITLE: Trust-region methods on Riemannian manifolds with applications
in numerical linear algebra
- AUTHORS: P.-A. Absil, C. G. Baker, K. A. Gallivan.
- ABSTRACT:
A general scheme for trust-region methods on abstract Riemannian
manifolds is proposed. The method is illustrated on costs functions on
the orthogonal group related to the symmetric eigenvalue decomposition
and the singular value decomposition. A truncated conjugate-gradient
algorithm is utilized to solve the trust-region subproblems.
- STATUS: Proceedings of the 16th International Symposium on
Mathematical Theory of Networks and Systems (MTNS2004),
Katholieke Universiteit Leuven, Belgium, July 5-9, 2004.
- DATE OF ENTRY: March 2004.
[Home]