Automatic Differentiation of Algorithms

Automatic Differentiation of Algorithms pdf epub mobi txt 电子书 下载 2025

出版者:Springer
作者:Corliss, G.; Corliss, George; Faure, Christel
出品人:
页数:464
译者:
出版时间:2002-01-08
价格:USD 109.00
装帧:Hardcover
isbn号码:9780387953052
丛书系列:
图书标签:
  • Computation 
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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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