Automatic differentiation : techniques and applications
Author(s)
Bibliographic Information
Automatic differentiation : techniques and applications
（Lecture notes in computer science, 120）
Springer-Verlag, 1981
- : gw
- : us
Available at / 58 libraries
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Library, Research Institute for Mathematical Sciences, Kyoto University数研
L/N||LNCS||1202749646
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University of Tsukuba Library, Library on Library and Information Science
: Germany007.08:L-49:120881003550
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Note
Bibliography: p. [153]-158
Includes indexes
Description and Table of Contents
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.
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