Automatic Differentiation of Algorithms: From Simulation to Optimization (2002)
By: and and and and
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- 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.
- Copyright:
- 2002
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9781461300755
- Related ISBNs:
- 9780387953052
- Publisher:
- Springer New York
- Date of Addition:
- 02/27/20
- Copyrighted By:
- N/A
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- George Corliss
- Edited by:
- Christele Faure
- Edited by:
- Andreas Griewank
- Edited by:
- Laurent Hascoet
- Edited by:
- Uwe Naumann
Reviews
Other Books
- by George Corliss
- by Christele Faure
- by Andreas Griewank
- by Laurent Hascoet
- by Uwe Naumann
- in Nonfiction
- in Computers and Internet