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Optimization Algorithms on Matrix Manifolds
P.-A. Absil, R. Mahony & R. Sepulchre

Cloth | 2008 | $49.50 / £35.00
240 pp. | 6 x 9 | 24 line illus. 3 tables.

Book Description | Endorsements | Table of Contents
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Table of Contents
Frontmatter
List of Algorithms
Foreword
Notation Conventions
1. Introduction
2. Motivation and Applications
3. Matrix Manifolds: First-Order Geometry
4. Line-Search Algorithms on Manifolds
5. Matrix Manifolds: Second-Order Geometry
6. Newton’s Method
7. Trust-Region Methods
8. A Constellation of Superlinear Algorithms
Appendix A: Elements of Linear Algebra, Topology, and Calculus
Bibliography
Index

File created: 03/26/2009

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