Automatic Differentiation of Algorithms: From Simulation to Optimization - Couverture rigide

 
9780387953052: Automatic Differentiation of Algorithms: From Simulation to Optimization

Synopsis

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.

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Autres éditions populaires du même titre

9781461265436: Automatic Differentiation of Algorithms: From Simulation to Optimization

Edition présentée

ISBN 10 :  1461265436 ISBN 13 :  9781461265436
Editeur : Springer, 2014
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