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The Resource Optimization algorithms on matrix manifolds, P.-A. Absil, R. Mahony, R. Sepulchre

Optimization algorithms on matrix manifolds, P.-A. Absil, R. Mahony, R. Sepulchre

Label
Optimization algorithms on matrix manifolds
Title
Optimization algorithms on matrix manifolds
Statement of responsibility
P.-A. Absil, R. Mahony, R. Sepulchre
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
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 differentia
Cataloging source
N$T
http://library.link/vocab/creatorName
Absil, P.-A
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
  • 1967-
  • 1967-
http://library.link/vocab/relatedWorkOrContributorName
  • Mahony, R.
  • Sepulchre, R.
http://library.link/vocab/subjectName
  • Mathematical optimization
  • Matrices
  • Algorithms
  • Optimisation mathématique
  • Matrices
  • Algorithmes
  • MATHEMATICS
  • MATHEMATICS
  • Algorithms
  • Mathematical optimization
  • Matrices
  • Matriser (matematik)
  • Optimering
  • Algoritmer
Label
Optimization algorithms on matrix manifolds, P.-A. Absil, R. Mahony, R. Sepulchre
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Motivation and applications -- Matrix manifolds : first-order geometry -- Line-search algorithms on manifolds -- Matrix manifolds : second-order geometry -- Newton's method -- Trust-region methods -- A constellation of superlinear algorithms
Control code
ocn438732716
Dimensions
unknown
Extent
1 online resource (xiv, 224 pages)
File format
unknown
Form of item
online
Isbn
9781400830244
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
JSTOR
Other control number
9786612158230
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
  • 215823
  • 22573/cttxtxh
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)438732716
Label
Optimization algorithms on matrix manifolds, P.-A. Absil, R. Mahony, R. Sepulchre
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction -- Motivation and applications -- Matrix manifolds : first-order geometry -- Line-search algorithms on manifolds -- Matrix manifolds : second-order geometry -- Newton's method -- Trust-region methods -- A constellation of superlinear algorithms
Control code
ocn438732716
Dimensions
unknown
Extent
1 online resource (xiv, 224 pages)
File format
unknown
Form of item
online
Isbn
9781400830244
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
JSTOR
Other control number
9786612158230
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
  • 215823
  • 22573/cttxtxh
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)438732716

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      32.771354 -117.193327
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