Riemannian Optimization and Its Applications - SpringerBriefs in Electrical and Computer Engineering - Hiroyuki Sato - Libros - Springer Nature Switzerland AG - 9783030623890 - 18 de febrero de 2021
En caso de que portada y título no coincidan, el título será el correcto

Hiroyuki Sato
Riemannian Optimization and Its Applications - SpringerBriefs in Electrical and Computer Engineering 1st ed. 2021 edition

Precio
$ 76,49
sin IVA

Pedido desde almacén remoto

Entrega prevista 29 de jun. - 10 de jul.

Nuestros clientes opinan:

Política de devolución de 14 días conforme a la legislación europea de protección de los consumidores
Mejor valorado en Trustpilot
Añadir a tu lista de deseos de iMusic

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 and Riemannian geometry are included. Riemannian optimization is then introduced by merging these concepts. In particular, the Euclidean and Riemannian conjugate gradient methods are discussed in detail.  A brief review of recent developments in Riemannian optimization is also provided.
 
Riemannian optimization methods are applicable to many problems in various fields. This brief discusses some important applications including the eigenvalue and singular value decompositions in numerical linear algebra, optimal model reduction in control engineering, and canonical correlation analysis in statistics.

129 pages, 10 Tables, color; 12 Illustrations, color; 3 Illustrations, black and white; IX, 129 p. 1

Medios de comunicación Libros     Paperback Book   (Libro con tapa blanda y lomo encolado)
Publicado 18 de febrero de 2021
ISBN13 9783030623890
Editores Springer Nature Switzerland AG
Páginas 129
Dimensiones 154 × 234 × 14 mm   ·   228 g
Lengua Alemán  

Mere med samme udgiver

Ver todo de Hiroyuki Sato ( Ej. Paperback Book y CD )