Automatic Differentiation: Techniques an
β Louis B. Rall (eds.)
π Library
π
1981
π Springer-Verlag Berlin Heidelberg
π English
β¦ LIBER β¦
π
Automatic Differentiation: Techniques and Applications
β Scribed by Louis B. Rall (eds.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 1981
- Tongue
- English
- Leaves
- 171
- Series
- Lecture Notes in Computer Science 120
- Edition
- 1
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Table of Contents
Introduction....Pages 1-2
Formula translation....Pages 3-8
Formula differentiation....Pages 9-34
Generation of Taylor coefficients....Pages 35-53
Examples of software for automatic differentiation and generation of Taylor coefficients....Pages 54-90
Automatic computation of gradients, Jacobians, Hessians, and applications to optimization....Pages 91-111
Automatic error analysis....Pages 112-121
Solution of nonlinear systems of equations....Pages 122-135
Numerical integration with regorous error estimation....Pages 136-151
Additional notes of techniques, applications, and software....Pages 152-154
β¦ Subjects
Numerical Analysis
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