Optimization Algorithms on Matrix Manifolds (Hardcover)

Idioma: inglés

Editorial: Princeton University Press, New Jersey, 2007

0691132984 / 9780691132983

Librería: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller

Vendedor de 5 estrellas

Vendedor de IberLibro desde 22 de junio de 2007

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Descripción del artículo del vendedor

Hardcover. Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. This book shows how to exploit the special structure of such problems to develop efficient numerical algorithms. It places careful emphasis on both the numerical formulation of the algorithm and its differential geometric abstraction--illustrating how good algorithms draw equally from the insights of differential geometry, optimization, and numerical analysis. Two more theoretical chapters provide readers with the background in differential geometry necessary to algorithmic development. In the other chapters, several well-known optimization methods such as steepest descent and conjugate gradients are generalized to abstract manifolds. The book provides a generic development of each of these methods, building upon the material of the geometric chapters. It then guides readers through the calculations that turn these geometrically formulated methods into concrete numerical algorithms.The state-of-the-art algorithms given as examples are competitive with the best existing algorithms for a selection of eigenspace problems in numerical linear algebra. Optimization Algorithms on Matrix Manifolds offers techniques with broad applications in linear algebra, signal processing, data mining, computer vision, and statistical analysis. It can serve as a graduate-level textbook and will be of interest to applied mathematicians, engineers, and computer scientists. Many problems in the sciences and engineering can be rephrased as optimization problems on matrix search spaces endowed with a so-called manifold structure. This book shows how to exploit the special structure of such problems to develop efficient numerical algorithms. It is of interest to applied mathematicians, and computer scientists. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

N° de ref. del artículo 9780691132983

Título
Optimization Algorithms on Matrix Manifolds (Hardcover)
Autor
P.-A. Absil
Editorial
Princeton University Press, New Jersey
Año de publicación
2007
Estado
new
Encuadernación
Hardcover
Idioma
inglés
ISBN 10
0691132984
ISBN 13
9780691132983

AussieBookSeller

Truganina, VIC, Australia

Vendedor de 5 estrellas

Vendedor de IberLibro desde 22 de junio de 2007

Tarifas de envío de Australia a Estados Unidos de America

ArtículoDe 25 a 45 días hábilesDe 8 a 14 días hábiles
Primer artículoEUR 33,00EUR 39,24
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The Nile Group Pty Ltd

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Truganina, VIC Australia 3029