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
Resource Information
The item Iterative optimization in inverse problems, Charles L. Byrne, University of Massachusetts, Lowell, USA represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 2 library branches.
Resource Information
The item Iterative optimization in inverse problems, Charles L. Byrne, University of Massachusetts, Lowell, USA represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 2 library branches.
 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"
 Language
 eng
 Extent
 1 online resource (xx, 279 pages)
 Contents

 Background
 Sequential Optimization
 BarrierFunction and PenaltyFunction Methods
 Proximal Minimization
 The ForwardBackward Splitting Algorithm
 Operators
 Averaged and Paracontractive Operators
 Convex Feasibility and Related Problems
 Eigenvalue Bounds
 Jacobi and GaussSeidel Methods
 The SMART and EMML Algorithms
 Alternating Minimization
 The EM Algorithm
 Geometric Programming and the MART
 Variational Inequality Problems and Algorithms
 SetValued Functions in Optimization
 Fenchel Duality
 Compressed Sensing
 Appendix A: BregmanLegendre Functions
 Isbn
 9781482222340
 Label
 Iterative optimization in inverse problems
 Title
 Iterative optimization in inverse problems
 Statement of responsibility
 Charles L. Byrne, University of Massachusetts, Lowell, USA
 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"
 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
 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  BarrierFunction and PenaltyFunction Methods  Proximal Minimization  The ForwardBackward Splitting Algorithm  Operators  Averaged and Paracontractive Operators  Convex Feasibility and Related Problems  Eigenvalue Bounds  Jacobi and GaussSeidel Methods  The SMART and EMML Algorithms  Alternating Minimization  The EM Algorithm  Geometric Programming and the MART  Variational Inequality Problems and Algorithms  SetValued Functions in Optimization  Fenchel Duality  Compressed Sensing  Appendix A: BregmanLegendre 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
 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  BarrierFunction and PenaltyFunction Methods  Proximal Minimization  The ForwardBackward Splitting Algorithm  Operators  Averaged and Paracontractive Operators  Convex Feasibility and Related Problems  Eigenvalue Bounds  Jacobi and GaussSeidel Methods  The SMART and EMML Algorithms  Alternating Minimization  The EM Algorithm  Geometric Programming and the MART  Variational Inequality Problems and Algorithms  SetValued Functions in Optimization  Fenchel Duality  Compressed Sensing  Appendix A: BregmanLegendre 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
Subject
 Algorithms
 Electronic books
 Inverse problems (Differential equations)
 Inverse problems (Differential equations)
 Inverses Problem
 Iteration
 Iterative methods (Mathematics)
 Iterative methods (Mathematics)
 MATHEMATICS  Calculus
 MATHEMATICS  Mathematical Analysis
 Optimierung
 Algorithms
Genre
Member of
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Iterativeoptimizationininverseproblems/r7KDLQaQPMU/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Iterativeoptimizationininverseproblems/r7KDLQaQPMU/">Iterative optimization in inverse problems, Charles L. Byrne, University of Massachusetts, Lowell, USA</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>