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Automatic Differentiation : Techniques and Applications

Author: L B Rall
Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1981.
Series: Lecture notes in computer science, 120.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: L B Rall
ISBN: 9783540108610 3540108610
OCLC Number: 699822652
Description: 1 Online-Ressource.
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.
Series Title: Lecture notes in computer science, 120.
Responsibility: by L.B. Rall.

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