Automatic Differentiation: Applications, Theory, and Implementations / edited by Martin Bücker, George Corliss, Uwe Naumann, Paul Hovland, Boyana Norris
(Lecture Notes in Computational Science and Engineering ; 50)
| データ種別 | 電子ブック |
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| 出版者 | Berlin, Heidelberg : Springer Berlin Heidelberg |
| 出版年 | 2006 |
| 本文言語 | 英語 |
| 大きさ | XVIII, 370 p. 108 illus : online resource |
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| 内容注記 | 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 |
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| 著者標目 | Bücker, Martin editor Corliss, George editor Naumann, Uwe editor Hovland, Paul editor Norris, Boyana editor SpringerLink (Online service) |
| 件 名 | LCSH:Mathematics LCSH:Software engineering LCSH:Computer science -- Mathematics 全ての件名で検索 LCSH:Mathematical analysis LCSH:Analysis (Mathematics) LCSH:Computer mathematics LCSH:Electrical engineering FREE:Mathematics FREE:Computational Science and Engineering FREE:Software Engineering/Programming and Operating Systems FREE:Analysis FREE:Electrical Engineering FREE:Computational Mathematics and Numerical Analysis FREE:Mathematics of Computing |
| 分 類 | DC23:004 |
| 巻冊次 | ISBN:9783540284383 
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| ISBN | 9783540284383 |
| URL | http://dx.doi.org/10.1007/3-540-28438-9 |
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