Automatic Differentiation: Techniques and Applications [electronic resource] / edited by Louis B. Rall.
Material type:
TextSeries: 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 resourceISBN: 9783540387763Subject(s): Mathematics | Numerical analysis | Mathematics | Numerical AnalysisAdditional physical formats: Printed edition:: No titleDDC classification: 518 LOC classification: QA297-299.4Online resources: Click here to access online
Contents:
In:
Springer eBooks
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.
E-BOOKS
| Current library | Home library | Call number | Materials specified | URL | Status | Date due | Barcode |
|---|---|---|---|---|---|---|---|
| IMSc Library | 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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