The Resource Advances in Automatic Differentiation, edited by Christian H. Bischof, H. Martin Bücker, Paul Hovland, Uwe Naumann, Jean Utke, (electronic resource)

Advances in Automatic Differentiation, edited by Christian H. Bischof, H. Martin Bücker, Paul Hovland, Uwe Naumann, Jean Utke, (electronic resource)

Label
Advances in Automatic Differentiation
Title
Advances in Automatic Differentiation
Statement of responsibility
edited by Christian H. Bischof, H. Martin Bücker, Paul Hovland, Uwe Naumann, Jean Utke
Creator
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
This collection covers advances in automatic differentiation theory and practice. Computer scientists and mathematicians will learn about recent developments in automatic differentiation theory as well as mechanisms for the construction of robust and powerful automatic differentiation tools. Computational scientists and engineers will benefit from the discussion of various applications, which provide insight into effective strategies for using automatic differentiation for inverse problems and design optimization
Member of
Is Subseries of
http://bibfra.me/vocab/relation/corporateauthor
z_W1kAU32gk
Dewey number
515.330285
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • ATEwtEkUjj8
  • eUv_yeYDOWY
  • df8K7G6w4KA
  • nIFOYVE64l0
  • dhkyjZQELkI
Language note
English
LC call number
QA71-90
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2008
http://bibfra.me/vocab/lite/meetingName
International Conference on Automatic Differentiation
Nature of contents
dictionaries
http://bibfra.me/vocab/lite/organizationName
International Conference on Automatic Differentiation
http://library.link/vocab/relatedWorkOrContributorName
  • International Conference on Automatic Differentiation
  • Bischof, Christian H.
  • Bücker, H. Martin.
  • Hovland, Paul.
  • Naumann, Uwe.
  • Utke, Jean.
Series statement
Lecture Notes in Computational Science and Engineering,
Series volume
64
http://library.link/vocab/subjectName
  • Computer science
  • Mathematical optimization
  • Information theory
  • Computer science
  • Computer engineering
  • Computational Science and Engineering
  • Optimization
  • Theory of Computation
  • Computational Mathematics and Numerical Analysis
  • Electrical Engineering
  • Mathematics of Computing
Label
Advances in Automatic Differentiation, edited by Christian H. Bischof, H. Martin Bücker, Paul Hovland, Uwe Naumann, Jean Utke, (electronic resource)
Instantiates
Publication
Note
Proceedings from the fifth International Conference on Automatic Differentiation held from August 11 to 15, 2008 in Bonn, Germany
Bibliography note
Includes bibliographic references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Reverse Automatic Differentiation of Linear Multistep Methods -- Call Tree Reversal is NP-Complete -- On Formal Certification of AD Transformations -- Collected Matrix Derivative Results for Forward and Reverse Mode Algorithmic Differentiation -- A Modification of Weeks’ Method for Numerical Inversion of the Laplace Transform in the Real Case Based on Automatic Differentiation -- A Low Rank Approach to Automatic Differentiation -- Algorithmic Differentiation of Implicit Functions and Optimal Values -- Using Programming Language Theory to Make Automatic Differentiation Sound and Efficient -- A Polynomial-Time Algorithm for Detecting Directed Axial Symmetry in Hessian Computational Graphs -- On the Practical Exploitation of Scarsity -- Design and Implementation of a Context-Sensitive, Flow-Sensitive Activity Analysis Algorithm for Automatic Differentiation -- Efficient Higher-Order Derivatives of the Hypergeometric Function -- The Diamant Approach for an Efficient Automatic Differentiation of the Asymptotic Numerical Method -- Tangent-on-Tangent vs. Tangent-on-Reverse for Second Differentiation of Constrained Functionals -- Parallel Reverse Mode Automatic Differentiation for OpenMP Programs with ADOL-C -- Adjoints for Time-Dependent Optimal Control -- Development and First Applications of TAC++ -- TAPENADE for C -- Coping with a Variable Number of Arguments when Transforming MATLAB Programs -- Code Optimization Techniques in Source Transformations for Interpreted Languages -- Automatic Sensitivity Analysis of DAE-systems Generated from Equation-Based Modeling Languages -- Index Determination in DAEs Using the Library indexdet and the ADOL-C Package for Algorithmic Differentiation -- Automatic Differentiation for GPU-Accelerated 2D/3D Registration -- Robust Aircraft Conceptual Design Using Automatic Differentiation in Matlab -- Toward Modular Multigrid Design Optimisation -- Large Electrical Power Systems Optimization Using Automatic Differentiation -- On the Application of Automatic Differentiation to the Likelihood Function for Dynamic General Equilibrium Models -- Combinatorial Computation with Automatic Differentiation -- Exploiting Sparsity in Jacobian Computation via Coloring and Automatic Differentiation: A Case Study in a Simulated Moving Bed Process -- Structure-Exploiting Automatic Differentiation of Finite Element Discretizations -- Large-Scale Transient Sensitivity Analysis of a Radiation-Damaged Bipolar Junction Transistor via Automatic Differentiation
Dimensions
unknown
Extent
1 online resource (383 p.)
Form of item
online
Isbn
9786611862787
Media category
computer
Media type code
c
Other control number
10.1007/978-3-540-68942-3
Specific material designation
remote
System control number
  • (CKB)1000000000491924
  • (EBL)364083
  • (OCoLC)288440335
  • (SSID)ssj0000098104
  • (PQKBManifestationID)11119308
  • (PQKBTitleCode)TC0000098104
  • (PQKBWorkID)10132568
  • (PQKB)11683064
  • (DE-He213)978-3-540-68942-3
  • (MiAaPQ)EBC364083
  • (EXLCZ)991000000000491924
Label
Advances in Automatic Differentiation, edited by Christian H. Bischof, H. Martin Bücker, Paul Hovland, Uwe Naumann, Jean Utke, (electronic resource)
Publication
Note
Proceedings from the fifth International Conference on Automatic Differentiation held from August 11 to 15, 2008 in Bonn, Germany
Bibliography note
Includes bibliographic references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Reverse Automatic Differentiation of Linear Multistep Methods -- Call Tree Reversal is NP-Complete -- On Formal Certification of AD Transformations -- Collected Matrix Derivative Results for Forward and Reverse Mode Algorithmic Differentiation -- A Modification of Weeks’ Method for Numerical Inversion of the Laplace Transform in the Real Case Based on Automatic Differentiation -- A Low Rank Approach to Automatic Differentiation -- Algorithmic Differentiation of Implicit Functions and Optimal Values -- Using Programming Language Theory to Make Automatic Differentiation Sound and Efficient -- A Polynomial-Time Algorithm for Detecting Directed Axial Symmetry in Hessian Computational Graphs -- On the Practical Exploitation of Scarsity -- Design and Implementation of a Context-Sensitive, Flow-Sensitive Activity Analysis Algorithm for Automatic Differentiation -- Efficient Higher-Order Derivatives of the Hypergeometric Function -- The Diamant Approach for an Efficient Automatic Differentiation of the Asymptotic Numerical Method -- Tangent-on-Tangent vs. Tangent-on-Reverse for Second Differentiation of Constrained Functionals -- Parallel Reverse Mode Automatic Differentiation for OpenMP Programs with ADOL-C -- Adjoints for Time-Dependent Optimal Control -- Development and First Applications of TAC++ -- TAPENADE for C -- Coping with a Variable Number of Arguments when Transforming MATLAB Programs -- Code Optimization Techniques in Source Transformations for Interpreted Languages -- Automatic Sensitivity Analysis of DAE-systems Generated from Equation-Based Modeling Languages -- Index Determination in DAEs Using the Library indexdet and the ADOL-C Package for Algorithmic Differentiation -- Automatic Differentiation for GPU-Accelerated 2D/3D Registration -- Robust Aircraft Conceptual Design Using Automatic Differentiation in Matlab -- Toward Modular Multigrid Design Optimisation -- Large Electrical Power Systems Optimization Using Automatic Differentiation -- On the Application of Automatic Differentiation to the Likelihood Function for Dynamic General Equilibrium Models -- Combinatorial Computation with Automatic Differentiation -- Exploiting Sparsity in Jacobian Computation via Coloring and Automatic Differentiation: A Case Study in a Simulated Moving Bed Process -- Structure-Exploiting Automatic Differentiation of Finite Element Discretizations -- Large-Scale Transient Sensitivity Analysis of a Radiation-Damaged Bipolar Junction Transistor via Automatic Differentiation
Dimensions
unknown
Extent
1 online resource (383 p.)
Form of item
online
Isbn
9786611862787
Media category
computer
Media type code
c
Other control number
10.1007/978-3-540-68942-3
Specific material designation
remote
System control number
  • (CKB)1000000000491924
  • (EBL)364083
  • (OCoLC)288440335
  • (SSID)ssj0000098104
  • (PQKBManifestationID)11119308
  • (PQKBTitleCode)TC0000098104
  • (PQKBWorkID)10132568
  • (PQKB)11683064
  • (DE-He213)978-3-540-68942-3
  • (MiAaPQ)EBC364083
  • (EXLCZ)991000000000491924

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