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Advances in Automatic Differentiation

- Book -
 

Author(s)

Editor(s)
Christian H. Bischof, H. Martin Bücker, Paul D. Hovland, Uwe Naumann, Jean Utke

Year
2008

Publisher
Springer

AD Theory and Techniques
General

Contained Articles
- A Low Rank Approach to Automatic Differentiation
- A Modification of Weeks' Method for Numerical Inversion of the Laplace Transform in the Real Case Based on Automatic Differentiation
- A Polynomial-Time Algorithm for Detecting Directed Axial Symmetry in Hessian Computational Graphs
- Adjoints for Time-Dependent Optimal Control
- Algorithmic Differentiation of Implicit Functions and Optimal Values
- Automatic Differentiation for GPU-Accelerated 2D/3D Registration
- Automatic Sensitivity Analysis of DAE-systems Generated from Equation-Based Modeling Languages
- Call Tree Reversal is NP-Complete
- Code Optimization Techniques in Source Transformations for Interpreted Languages
- Collected Matrix Derivative Results for Forward and Reverse Mode Algorithmic Differentiation
- Combinatorial Computation with Automatic Differentiation
- Coping with a Variable Number of Arguments when Transforming MATLAB Programs
- Design and Implementation of a Context-Sensitive, Flow-Sensitive Activity Analysis Algorithm for Automatic Differentiation
- Development and First Applications of TAC++
- Efficient Higher-Order Derivatives of the Hypergeometric Function
- Exploiting Sparsity in Jacobian Computation via Coloring and Automatic Differentiation: A Case Study in a Simulated Moving Bed Process
- Index Determination in DAEs Using the Library indexdet and the ADOL-C Package for Algorithmic Differentiation
- Large Electrical Power Systems Optimization Using Automatic Differentiation
- Large-Scale Transient Sensitivity Analysis of a Radiation-Damaged Bipolar Junction Transistor via Automatic Differentiation
- On Formal Certification of AD Transformations
- On the Application of Automatic Differentiation to the Likelihood Function for Dynamic General Equilibrium Models
- On the Practical Exploitation of Scarsity
- Parallel Reverse Mode Automatic Differentiation for OpenMP Programs with ADOL-C
- Reverse Automatic Differentiation of Linear Multistep Methods
- Robust Aircraft Conceptual Design Using Automatic Differentiation in Matlab
- Structure-Exploiting Automatic Differentiation of Finite Element Discretizations
- Tangent-on-Tangent vs. Tangent-on-Reverse for Second Differentiation of Constrained Functionals
- TAPENADE for C
- The Diamant Approach for an Efficient Automatic Differentiation of the Asymptotic Numerical Method
- Toward Modular Multigrid Design Optimisation
- Using Programming Language Theory to Make Automatic Differentiation Sound and Efficient

BibTeX
@BOOK{
         Bischof2008AiA,
       editor = "Christian H. Bischof and H. Martin B{\"u}cker and Paul D. Hovland and Uwe
         Naumann and Jean Utke",
       title = "Advances in Automatic Differentiation",
       series = "Lecture Notes in Computational Science and Engineering",
       publisher = "Springer",
       address = "Berlin",
       ad_theotech = "General",
       year = "2008",
       volume = "64",
       doi = "10.1007/978-3-540-68942-3",
       isbn = "978-3-540-68935-5",
       issn = "1439-7358"
}


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