|
| Título : |
Automatic Differentiation: Applications, Theory, and Implementations |
| Tipo de documento: |
documento electrónico |
| Autores: |
SpringerLink (Online service) ; H. Martin Bücker ; George Corliss ; Uwe Naumann ; Paul Hovland ; Boyana Norris |
| Editorial: |
Berlin, Heidelberg : Springer Berlin Heidelberg |
| Fecha de publicación: |
2006 |
| Colección: |
Lecture Notes in Computational Science and Engineering, ISSN 1439-7358 num. 50 |
| Número de páginas: |
XVIII, 370 p. 108 illus |
| Il.: |
online resource |
| ISBN/ISSN/DL: |
978-3-540-28438-3 |
| Idioma : |
Inglés (eng) |
| Palabras clave: |
Mathematics Software engineering Computer science Mathematical analysis Analysis (Mathematics) mathematics Electrical Computational Science and Engineering Engineering/Programming Operating Systems Numerical of Computing |
| Clasificación: |
51 Matemáticas |
| Nota de contenido: |
Perspectives on Automatic Differentiation: Past, Present, and Future? -- Backwards Differentiation in AD and Neural Nets: Past Links and New Opportunities -- Solutions of ODEs with Removable Singularities -- Automatic Propagation of Uncertainties -- High-Order Representation of Poincarée Maps -- Computation of Matrix Permanent with Automatic Differentiation -- Computing Sparse Jacobian Matrices Optimally -- Application of AD-based Quasi-Newton Methods to Stiff ODEs -- Reduction of Storage Requirement by Checkpointing for Time-Dependent Optimal Control Problems in ODEs -- Improving the Performance of the Vertex Elimination Algorithm for Derivative Calculation -- Flattening Basic Blocks -- The Adjoint Data-Flow Analyses: Formalization, Properties, and Applications -- Semiautomatic Differentiation for Efficient Gradient Computations -- Computing Adjoints with the NAGWare Fortran 95 Compiler -- Transforming Equation-Based Models in Process Engineering -- Extension of TAPENADE toward Fortran 95 -- A Macro Language for Derivative Definition in ADiMat -- Simulation and Optimization of the Tevatron Accelerator -- Periodic Orbits of Hybrid Systems and Parameter Estimation via AD -- Implementation of Automatic Differentiation Tools for Multicriteria IMRT Optimization -- Application of Targeted Automatic Differentiation to Large-Scale Dynamic Optimization -- Automatic Differentiation: A Tool for Variational Data Assimilation and Adjoint Sensitivity Analysis for Flood Modeling -- Development of an Adjoint for a Complex Atmospheric Model, the ARPS, using TAF -- Tangent Linear and Adjoint Versions of NASA/GMAO’s Fortran 90 Global Weather Forecast Model -- Efficient Sensitivities for the Spin-Up Phase -- Streamlined Circuit Device Model Development with fREEDAR® ãnd ADOL-C -- Adjoint Differentiation of a Structural Dynamics Solver -- A Bibliography of Automatic Differentiation |
| En línea: |
http://dx.doi.org/10.1007/3-540-28438-9 |
| Link: |
https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34915 |
Automatic Differentiation: Applications, Theory, and Implementations [documento electrónico] / SpringerLink (Online service) ; H. Martin Bücker ; George Corliss ; Uwe Naumann ; Paul Hovland ; Boyana Norris . - Berlin, Heidelberg : Springer Berlin Heidelberg, 2006 . - XVIII, 370 p. 108 illus : online resource. - ( Lecture Notes in Computational Science and Engineering, ISSN 1439-7358; 50) . ISBN : 978-3-540-28438-3 Idioma : Inglés ( eng)
| Palabras clave: |
Mathematics Software engineering Computer science Mathematical analysis Analysis (Mathematics) mathematics Electrical Computational Science and Engineering Engineering/Programming Operating Systems Numerical of Computing |
| Clasificación: |
51 Matemáticas |
| Nota de contenido: |
Perspectives on Automatic Differentiation: Past, Present, and Future? -- Backwards Differentiation in AD and Neural Nets: Past Links and New Opportunities -- Solutions of ODEs with Removable Singularities -- Automatic Propagation of Uncertainties -- High-Order Representation of Poincarée Maps -- Computation of Matrix Permanent with Automatic Differentiation -- Computing Sparse Jacobian Matrices Optimally -- Application of AD-based Quasi-Newton Methods to Stiff ODEs -- Reduction of Storage Requirement by Checkpointing for Time-Dependent Optimal Control Problems in ODEs -- Improving the Performance of the Vertex Elimination Algorithm for Derivative Calculation -- Flattening Basic Blocks -- The Adjoint Data-Flow Analyses: Formalization, Properties, and Applications -- Semiautomatic Differentiation for Efficient Gradient Computations -- Computing Adjoints with the NAGWare Fortran 95 Compiler -- Transforming Equation-Based Models in Process Engineering -- Extension of TAPENADE toward Fortran 95 -- A Macro Language for Derivative Definition in ADiMat -- Simulation and Optimization of the Tevatron Accelerator -- Periodic Orbits of Hybrid Systems and Parameter Estimation via AD -- Implementation of Automatic Differentiation Tools for Multicriteria IMRT Optimization -- Application of Targeted Automatic Differentiation to Large-Scale Dynamic Optimization -- Automatic Differentiation: A Tool for Variational Data Assimilation and Adjoint Sensitivity Analysis for Flood Modeling -- Development of an Adjoint for a Complex Atmospheric Model, the ARPS, using TAF -- Tangent Linear and Adjoint Versions of NASA/GMAO’s Fortran 90 Global Weather Forecast Model -- Efficient Sensitivities for the Spin-Up Phase -- Streamlined Circuit Device Model Development with fREEDAR® ãnd ADOL-C -- Adjoint Differentiation of a Structural Dynamics Solver -- A Bibliography of Automatic Differentiation |
| En línea: |
http://dx.doi.org/10.1007/3-540-28438-9 |
| Link: |
https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34915 |
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