Automatic differentiation : techniques and applications
Salvato in:
| Autore principale: | |
|---|---|
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
Berlin [etc.] :
Springer
[20..].
Cham : Springer Nature |
| Serie: | Lecture notes in computer science
120 |
| Soggetti: | |
| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Automatic differentiation, techniques and applications, Louis B. Rall, 1981, Berlin, Springer-Verlag, 1 vol. (VIII-165 p.), Lecture notes in computer science • Automatic Differentiation, Texte imprimé, 9783662178683 |
Sommario:
- 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.