Book Volume 120 1981

Automatic Differentiation: Techniques and Applications

Editors:

ISBN: 978-3-540-10861-0 (Print) 978-3-540-38776-3 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages -

  2. No Access

    Chapter and Conference Paper

    Pages 1-2

    Introduction

  3. No Access

    Chapter and Conference Paper

    Pages 3-8

    Formula translation

  4. No Access

    Chapter and Conference Paper

    Pages 9-34

    Formula differentiation

  5. No Access

    Chapter and Conference Paper

    Pages 35-53

    Generation of Taylor coefficients

  6. No Access

    Chapter and Conference Paper

    Pages 54-90

    Examples of software for automatic differentiation and generation of Taylor coefficients

  7. No Access

    Chapter and Conference Paper

    Pages 91-111

    Automatic computation of gradients, Jacobians, Hessians, and applications to optimization

  8. No Access

    Chapter and Conference Paper

    Pages 112-121

    Automatic error analysis

  9. No Access

    Chapter and Conference Paper

    Pages 122-135

    Solution of nonlinear systems of equations

  10. No Access

    Chapter and Conference Paper

    Pages 136-151

    Numerical integration with regorous error estimation

  11. No Access

    Chapter and Conference Paper

    Pages 152-154

    Additional notes of techniques, applications, and software

  12. Back Matter

    Pages -