Automatic differentiation of algorithms : from simulation to optimazation / edited by George Corliss and others

By:

edited by Corliss, George

Contributor(s):

Material type: Text

TextPublication details: New York Springer 2002Description: 432 pISBN:

9780387953052

Subject(s):

Differential calculus--Data processing

DDC classification:

515.33 COR-G

Average rating: 0.0 (0 votes)

Holdings
Item type	Current library	Collection	Shelving location	Call number	Status	Date due	Barcode	Item holds
Books	BITS Pilani Hyderabad	510	General Stack (For lending)	515.33 COR-G (Browse shelf(Opens below))	Available		41797

Total holds: 0

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.

There are no comments on this title.

to post a comment.