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The Resource Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution, by John L. Nazareth, (electronic resource)
Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution, by John L. Nazareth, (electronic resource)
Resource Information
The item Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution, by John L. Nazareth, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Oklahoma Libraries.This item is available to borrow from all library branches.
Resource Information
The item Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution, by John L. Nazareth, (electronic resource) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Oklahoma Libraries.
This item is available to borrow from all library branches.
 Summary
 In 1984, N. Karmarkar published a seminal paper on algorithmic linear programming. During the subsequent decade, it stimulated a huge outpouring of new algorithmic results by researchers worldwide in many areas of mathematical programming and numerical computation. This book gives an overview of the resulting, dramatic reorganization that has occurred in one of these areas: algorithmic differentiable optimization and equationsolving, or, more simply, algorithmic differentiable programming. The book is aimed at readers familiar with advanced calculus, numerical analysis, in particular numerical linear algebra, the theory and algorithms of linear and nonlinear programming, and the fundamentals of computer science, in particular, computer programming and the basic models of computation and complexity theory. "Very fine monograph...filled with great insights." Joseph F. Traub, Columbia University
 Language

 eng
 eng
 Edition
 1st ed. 2003.
 Extent
 1 online resource (274 p.)
 Note
 Description based upon print version of record
 Contents

 Foundations
 The Karmarkar Revolution
 The NewtonCauchy Method
 EulerNewton and LagrangeNC Methods
 Lessons from One Dimension
 A Misleading Paradigm
 CG and the Line Search
 Gilding the Nelder—Mead Lily
 Choosing the Right Diagonal Scale
 Historical Parallels
 LP from the NewtonCauchy Perspective
 Diagonal Metrics and the QC Method
 Linear Programming PostKarmarkar
 LP from the EulerNewton Perspective
 LogBarrier Transformations
 Karmarkar Potentials and Algorithms
 Algorithmic Science
 Algorithmic Principles
 Multialgorithms: A New Paradigm
 An Emerging Discipline
 Isbn
 9780387217888
 Label
 Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution
 Title
 Differentiable Optimization and Equation Solving
 Title remainder
 A Treatise on Algorithmic Science and the Karmarkar Revolution
 Statement of responsibility
 by John L. Nazareth
 Language

 eng
 eng
 Summary
 In 1984, N. Karmarkar published a seminal paper on algorithmic linear programming. During the subsequent decade, it stimulated a huge outpouring of new algorithmic results by researchers worldwide in many areas of mathematical programming and numerical computation. This book gives an overview of the resulting, dramatic reorganization that has occurred in one of these areas: algorithmic differentiable optimization and equationsolving, or, more simply, algorithmic differentiable programming. The book is aimed at readers familiar with advanced calculus, numerical analysis, in particular numerical linear algebra, the theory and algorithms of linear and nonlinear programming, and the fundamentals of computer science, in particular, computer programming and the basic models of computation and complexity theory. "Very fine monograph...filled with great insights." Joseph F. Traub, Columbia University
 http://library.link/vocab/creatorName
 Nazareth, John L
 Dewey number
 519.3
 http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
 rmNX1OWFiqI
 Language note
 English
 LC call number
 QA7190
 Literary form
 non fiction
 Nature of contents
 dictionaries
 Series statement
 CMS Books in Mathematics, Ouvrages de mathématiques de la SMC,
 http://library.link/vocab/subjectName

 Computer science
 Algorithms
 Mathematical optimization
 Computational Mathematics and Numerical Analysis
 Mathematical Modeling and Industrial Mathematics
 Operations Research, Management Science
 Algorithms
 Optimization
 Label
 Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution, by John L. Nazareth, (electronic resource)
 Note
 Description based upon print version of record
 Bibliography note
 Includes bibliographical references (p. [225]249) and index
 Carrier category
 online resource
 Carrier category code

 cr
 Content category
 text
 Content type code

 txt
 Contents
 Foundations  The Karmarkar Revolution  The NewtonCauchy Method  EulerNewton and LagrangeNC Methods  Lessons from One Dimension  A Misleading Paradigm  CG and the Line Search  Gilding the Nelder—Mead Lily  Choosing the Right Diagonal Scale  Historical Parallels  LP from the NewtonCauchy Perspective  Diagonal Metrics and the QC Method  Linear Programming PostKarmarkar  LP from the EulerNewton Perspective  LogBarrier Transformations  Karmarkar Potentials and Algorithms  Algorithmic Science  Algorithmic Principles  Multialgorithms: A New Paradigm  An Emerging Discipline
 Dimensions
 unknown
 Edition
 1st ed. 2003.
 Extent
 1 online resource (274 p.)
 Form of item
 online
 Isbn
 9780387217888
 Media category
 computer
 Media type code

 c
 Other control number
 10.1007/b97521
 Specific material designation
 remote
 System control number

 (CKB)111087027062466
 (EBL)3035521
 (SSID)ssj0000138854
 (PQKBManifestationID)11158838
 (PQKBTitleCode)TC0000138854
 (PQKBWorkID)10101564
 (PQKB)10894202
 (DEHe213)9780387217888
 (MiAaPQ)EBC3035521
 (EXLCZ)99111087027062466
 Label
 Differentiable Optimization and Equation Solving : A Treatise on Algorithmic Science and the Karmarkar Revolution, by John L. Nazareth, (electronic resource)
 Note
 Description based upon print version of record
 Bibliography note
 Includes bibliographical references (p. [225]249) and index
 Carrier category
 online resource
 Carrier category code

 cr
 Content category
 text
 Content type code

 txt
 Contents
 Foundations  The Karmarkar Revolution  The NewtonCauchy Method  EulerNewton and LagrangeNC Methods  Lessons from One Dimension  A Misleading Paradigm  CG and the Line Search  Gilding the Nelder—Mead Lily  Choosing the Right Diagonal Scale  Historical Parallels  LP from the NewtonCauchy Perspective  Diagonal Metrics and the QC Method  Linear Programming PostKarmarkar  LP from the EulerNewton Perspective  LogBarrier Transformations  Karmarkar Potentials and Algorithms  Algorithmic Science  Algorithmic Principles  Multialgorithms: A New Paradigm  An Emerging Discipline
 Dimensions
 unknown
 Edition
 1st ed. 2003.
 Extent
 1 online resource (274 p.)
 Form of item
 online
 Isbn
 9780387217888
 Media category
 computer
 Media type code

 c
 Other control number
 10.1007/b97521
 Specific material designation
 remote
 System control number

 (CKB)111087027062466
 (EBL)3035521
 (SSID)ssj0000138854
 (PQKBManifestationID)11158838
 (PQKBTitleCode)TC0000138854
 (PQKBWorkID)10101564
 (PQKB)10894202
 (DEHe213)9780387217888
 (MiAaPQ)EBC3035521
 (EXLCZ)99111087027062466
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Chinese Literature Translation ArchiveBorrow it401 W. Brooks St., RM 414, Norman, OK, 73019, US35.207487 97.447906

Engineering LibraryBorrow itFelgar Hall 865 Asp Avenue, Rm. 222, Norman, OK, 73019, US35.205706 97.445050

Fine Arts LibraryBorrow itCatlett Music Center 500 West Boyd Street, Rm. 20, Norman, OK, 73019, US35.210371 97.448244

Harry W. Bass Business History CollectionBorrow it401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US35.207487 97.447906

History of Science CollectionsBorrow it401 W. Brooks St., Rm. 521NW, Norman, OK, 73019, US35.207487 97.447906

John and Mary Nichols Rare Books and Special CollectionsBorrow it401 W. Brooks St., Rm. 509NW, Norman, OK, 73019, US35.207487 97.447906


Price College Digital LibraryBorrow itAdams Hall 102 307 West Brooks St., Norman, OK, 73019, US35.210371 97.448244

Western History CollectionsBorrow itMonnet Hall 630 Parrington Oval, Rm. 300, Norman, OK, 73019, US35.209584 97.445414
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