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Full Online Text for Optimization Algorithms on Matrix Manifolds

P.-A. Absil, R. Mahony, and Rodolphe Sepulchre

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

Book Description