Regularization in Banach Spaces - Convergence Rates Theory (Paperback)
Language: English
Published by Logos Verlag Berlin GmbH, Berlin, 2010
- Softcover
- New
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
AbeBooks seller since October 12, 2005
Condition: New
£ 61.82
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Paperback. Motivated by their successful application in image restoring and sparsity reconstruction this manuscript deals with regularization theory of linear and nonlinear inverse and ill-posed problems in Banach space settings. Whereas regularization in Hilbert spaces has been widely studied in literature for a long period the developement and investigation of regularization methods in Banach spaces have become a field of modern research. The manuscript is twofolded. The first part deals with convergence rates theory for Tikhonov regularization as classical regularization method. In particular, generalizations of well-established results in Hilbert spaces are presented in the Banach space situation. Since the numerical effort of Tikhonov regularization in applications is rather high iterative approaches were considered as alternative regularization variants in the second part. In particular, two Gradient-type methods were presented and their behaviour concerning convergence and stability is investigated. For one of the methods, additionally, a convergence rates result is formulated. All the theoretical results are illustrated by some numerical examples. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…
Seller Inventory # 9783832527457
- Title
- Regularization in Banach Spaces - Convergence Rates Theory (Paperback)
- Author
- Torsten Hein
- Publisher
- Logos Verlag Berlin GmbH, Berlin
- Publication year
- 2010
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 3832527451
- ISBN 13
- 9783832527457
"Synopsis" may belong to another edition of this title.
Grand Eagle Retail
Bensenville, IL, U.S.A.
AbeBooks seller since October 12, 2005
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