Automatic Differentiation: Techniques and Applications by L.B. Rall
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Table of Contents
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.
Additional information
NLS9783540108610
9783540108610
3540108610
Automatic Differentiation: Techniques and Applications by L.B. Rall
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
1981-08-01
166
N/A
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