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Riemannian Optimization and Its Applications (SpringerBriefs in Control, Automation and Robotics) - Softcover
- PublisherSpringer
- Publication date2021
- ISBN 10 3030623890
- ISBN 13 9783030623890
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages140
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Riemannian Optimization and Its Applications (SpringerBriefs in Control, Automation and Robotics)
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Riemannian Optimization and Its Applications (SpringerBriefs in Control, Automation and Robotics)
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Riemannian Optimization and Its Applications (SpringerBriefs in Control, Automation and Robotics)
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Riemannian Optimization and Its Applications (SpringerBriefs in Electrical and Computer Engineering)
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Riemannian Optimization and Its Applications (SpringerBriefs in Electrical and Computer Engineering)
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Riemannian Optimization and Its Applications
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Springer International Publishing, Springer Nature Switzerland Feb 2021, 2021
ISBN 10: 3030623890
ISBN 13: 9783030623890
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Thisbrief 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 toproblems inother 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 briefdiscussessomeimportant applicationsincluding the eigenvalue and singular value decompositions in numericallinear algebra, optimal model reduction in control engineering, and canonical correlation analysis in statistics. 140 pp. Englisch. Seller Inventory # 9783030623890
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Riemannian Optimization and Its Applications
Published by
Springer International Publishing, Springer Nature Switzerland, 2021
ISBN 10: 3030623890
ISBN 13: 9783030623890
New
Taschenbuch
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Thisbrief 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 toproblems inother 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 briefdiscussessomeimportant applicationsincluding the eigenvalue and singular value decompositions in numericallinear algebra, optimal model reduction in control engineering, and canonical correlation analysis in statistics. Seller Inventory # 9783030623890
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Riemannian Optimization and Its Applications (SpringerBriefs in Electrical and Computer Engineering)
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Riemannian Optimization and Its Applications (SpringerBriefs in Electrical and Computer Engineering)
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Riemannian Optimization and Its Applications
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Springer International Publishing, 2021
ISBN 10: 3030623890
ISBN 13: 9783030623890
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Details the novel Riemannian conjugate gradient method so that the reader can make light work of implementing the algorithmProvides the reader with an accessible, step-by-step journey from classical unconstrained optimization in Euclidean space to. Seller Inventory # 448685946
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