Automatic Differentiation: Techniques and Applications - L. B. Rall
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Formula translation.- Formula differentiation.- Generation of Taylor coefficients.- Examples of software for automatic differentiation and generation of Taylor coefficients.- Automatic computation of gradients, Jacobians, Hessians, and applications to optimization.- Automatic error analysis.- Solution of nonlinear systems of equations.- Numerical integration with regorous error estimation.- Additional notes ... Full description
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Description
Formula translation.- Formula differentiation.- Generation of Taylor coefficients.- Examples of software for automatic differentiation and generation of Taylor coefficients.- Automatic computation of gradients, Jacobians, Hessians, and applications to optimization.- Automatic error analysis.- Solution of nonlinear systems of equations.- Numerical integration with regorous error estimation.- Additional notes of techniques, applications, and software.
More Information
| Author | L. B. Rall |
|---|---|
| Publisher | Springer Berlin Heidelberg |
| Series | Lecture Notes in Computer Science |
| Release year | 1981 |
| Cover type | Softcover |
| EAN | 9783540108610 |