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Iterative optimization in inverse problems /
"This book covers iterative optimization methods that stems from inverse problems and related issues. The author presents the theoretical side of inverse methods and as a result ignores discrete problems, stochastic methods, and combinatorial optimization. The coverage moves from an introductio...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
CRC Press,
[2014]
|
| Colección: | Monographs and research notes in mathematics.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Byrne, Charles L., |d 1947- |e author. | |
| 245 | 1 | 0 | |a Iterative optimization in inverse problems / |c Charles L. Byrne, University of Massachusetts, Lowell, USA. |
| 264 | 1 | |a Boca Raton : |b CRC Press, |c [2014] | |
| 264 | 4 | |c ©2014 | |
| 300 | |a 1 online resource (xx, 279 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 347 | |a data file | ||
| 490 | 1 | |a Monographs and research notes in mathematics | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Background -- Sequential Optimization -- Barrier-Function and Penalty-Function Methods -- Proximal Minimization -- The Forward-Backward Splitting Algorithm -- Operators -- Averaged and Paracontractive Operators -- Convex Feasibility and Related Problems -- Eigenvalue Bounds -- Jacobi and Gauss-Seidel Methods -- The SMART and EMML Algorithms -- Alternating Minimization -- The EM Algorithm -- Geometric Programming and the MART -- Variational Inequality Problems and Algorithms -- Set-Valued Functions in Optimization -- Fenchel Duality -- Compressed Sensing -- Appendix A: Bregman-Legendre Functions. | |
| 520 | |a "This book covers iterative optimization methods that stems from inverse problems and related issues. The author presents the theoretical side of inverse methods and as a result ignores discrete problems, stochastic methods, and combinatorial optimization. The coverage moves from an introduction of auxiliary function methods to a discussion of several examples of auxiliary fixed (AF) point methods in optimization to consideration of related topics such as operator fixed point methods. A few problems have been scattered throughout the book so that it might be used in a special topics class on optimization at the graduate level"-- |c Provided by publisher | ||
| 588 | 0 | |a Print version record. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Iterative methods (Mathematics) | |
| 650 | 0 | |a Algorithms. | |
| 650 | 0 | |a Inverse problems (Differential equations) | |
| 650 | 0 | |a Computer algorithms. | |
| 650 | 6 | |a Itération (Mathématiques) | |
| 650 | 6 | |a Algorithmes. | |
| 650 | 6 | |a Problèmes inverses (Équations différentielles) | |
| 650 | 7 | |a algorithms. |2 aat | |
| 650 | 7 | |a MATHEMATICS |x Calculus. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Mathematical Analysis. |2 bisacsh | |
| 650 | 7 | |a Computer algorithms. |2 fast |0 (OCoLC)fst00872010 | |
| 650 | 7 | |a Algorithms. |2 fast |0 (OCoLC)fst00805020 | |
| 650 | 7 | |a Inverse problems (Differential equations) |2 fast |0 (OCoLC)fst00978098 | |
| 650 | 7 | |a Iterative methods (Mathematics) |2 fast |0 (OCoLC)fst00980827 | |
| 650 | 7 | |a Inverses Problem |2 gnd | |
| 650 | 7 | |a Optimierung |2 gnd | |
| 650 | 7 | |a Iteration |2 gnd | |
| 776 | 0 | 8 | |i Print version: |a Byrne, Charles L., 1947- |t Iterative optimization in inverse problems. |d Boca Raton : CRC Press, [2014] |z 9781482222333 |w (DLC) 2013038279 |w (OCoLC)858355537 |
| 830 | 0 | |a Monographs and research notes in mathematics. | |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781482222333/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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