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Automatic Differentiation: Techniques and Applications [electronic resource] / edited by Louis B. Rall.

Contributor(s): Material type: TextTextSeries: Lecture Notes in Computer Science ; 120Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 1981Description: VIII, 166 p. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783540387763
Subject(s): Additional physical formats: Printed edition:: No titleDDC classification:
  • 518 23
LOC classification:
  • QA297-299.4
Online resources:
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.
In: Springer eBooks
Item type: E-BOOKS
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IMSc Library Link to resource Available EBK4541

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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The Institute of Mathematical Sciences, Chennai, India