Automatic Differentiation of Algorithms: From Simulation to Optimazation: From Simulation to Optimization - Rilegato

International Conference On Automatic Differentiation 2000 Cote D'azu

Rilegato

ISBN 10: 0387953051 ISBN 13: 9780387953052

Casa editrice: Springer-Nature New York Inc, 2002

Riassunto

A survey book focusing on the key relationships and synergies between automatic differentiation (AD) tools and other software tools, such as compilers and parallelizers, as well as their applications. The key objective is to survey the field and present the recent developments. In doing so the topics covered shed light on a variety of perspectives. They reflect the mathematical aspects, such as the differentiation of iterative processes, and the analysis of nonsmooth code. They cover the scientific programming aspects, such as the use of adjoints in optimization and the propagation of rounding errors. They also cover "implementation" problems.

Su questo libro

Contenuti

Part titles: *Invited Contributions * Parameter Identification and Least Squares * Applications in Ode's and Optimal Control * Applications in PDE's * Applications in Science and Engineering * Maintaining and Enhancing Parallelism * Exploiting Structure and Sparsity * Space-Time Tradeoffs in the Reverse Mode * Use of Second and Higher Derivatives * Error Estimates and Inclusions

Product Description

Book by None

Dettagli dell?edizione

• Editore: Springer-Nature New York Inc
• Data di pubblicazione: 2002
• ISBN 10: 0387953051
• ISBN 13: 9780387953052
• Rilegatura: Copertina rigida
• Lingua: Inglese
• Numero di pagine: 332
• Redattore: Corliss George F., Faure Christel, Griewank Andreas, Hascoet Laurent
• Contatto del produttore: non disponibile