Automatic Differentiation: Techniques and Applications [electronic resource] /

Automatic Differentiation: Techniques and Applications [electronic resource] /

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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 of techniques, applications, and software.

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Bibliographic Details
Main Authors: Rall, Louis B. editor., SpringerLink (Online service)
Format: Texto biblioteca
Language:eng
Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 1981
Subjects:Mathematics., Numerical analysis., Numerical Analysis.,
Online Access:http://dx.doi.org/10.1007/3-540-10861-0
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