Automatic Differentiation of Algorithms

George Corliss

ISBN 10: 1461265436 / ISBN 13: 9781461265436

Published by Springer New York Jan 2014, 2014

About this Item

This item is printed on demand - it takes 3-4 days longer - Neuware -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. 464 pp. Englisch.

Seller Inventory # 9781461265436

Bibliographic Details

• Title: Automatic Differentiation of Algorithms
• Publisher: Springer New York Jan 2014
• Publication Date: 2014
• Language: English
• ISBN 10: 1461265436
• ISBN 13: 9781461265436
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 25D millimeters 235 millimeters width by 155 millimeters height by 25 millimeters depth
• Weight: 698 grams

About this title

Synopsis

A state-of-the-art survey book focusing upon the key applications and relationships and synergies between automatic differentiation (AD) tools and other software tools, such as compilers and parallelizers. Essential reading for practitioners and professionals in scientific computing, as well as for computer engineers.