Coverart for item
The Resource Iterative optimization in inverse problems, Charles L. Byrne, University of Massachusetts, Lowell, USA

Iterative optimization in inverse problems, Charles L. Byrne, University of Massachusetts, Lowell, USA

Label
Iterative optimization in inverse problems
Title
Iterative optimization in inverse problems
Statement of responsibility
Charles L. Byrne, University of Massachusetts, Lowell, USA
Creator
Author
Subject
Genre
Language
eng
Summary
"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"--
Member of
Assigning source
Provided by publisher
Cataloging source
EBLCP
http://library.link/vocab/creatorDate
1947-
http://library.link/vocab/creatorName
Byrne, Charles L.
Dewey number
  • 515.357
  • 515/.357
Index
index present
LC call number
QA297.8
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Monographs and research notes in mathematics
http://library.link/vocab/subjectName
  • Iterative methods (Mathematics)
  • Algorithms
  • Inverse problems (Differential equations)
  • MATHEMATICS
  • MATHEMATICS
  • Algorithms
  • Inverse problems (Differential equations)
  • Iterative methods (Mathematics)
  • Inverses Problem
  • Optimierung
  • Iteration
Label
Iterative optimization in inverse problems, Charles L. Byrne, University of Massachusetts, Lowell, USA
Instantiates
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
869090557
Dimensions
unknown
Extent
1 online resource (xx, 279 pages)
Form of item
online
Isbn
9781482222340
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1201/b16485
http://library.link/vocab/ext/overdrive/overdriveId
tandf_344158
Specific material designation
remote
System control number
(OCoLC)869090557
Label
Iterative optimization in inverse problems, Charles L. Byrne, University of Massachusetts, Lowell, USA
Publication
Copyright
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
869090557
Dimensions
unknown
Extent
1 online resource (xx, 279 pages)
Form of item
online
Isbn
9781482222340
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1201/b16485
http://library.link/vocab/ext/overdrive/overdriveId
tandf_344158
Specific material designation
remote
System control number
(OCoLC)869090557

Library Locations

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      38.946102 -92.330125
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