Riemannian Optimization and Its Applications

by Hiroyuki Sato

This brief describes the basics of Riemannian optimization--optimization on Riemannian manifolds--introduces algorithms for Riemannian optimization problems, discusses the theoretical properties of these algorithms, and suggests possible applications of Riemannian optimization to problems in other fields.

To provide the reader with a smooth introduction to Riemannian optimization, brief reviews of mathematical optimization in Euclidean spaces...

• Format: Paperback
• Language: English
• ISBN: 3030623890
• ISBN13: 9783030623890
• Release Date: February 2021
• Publisher: Springer
• Length: 129 Pages
• Weight: 0.50 lbs.
• Dimensions: 0.3" x 7.7" x 9.2"