Coverart for item
The Resource Automatic differentiation of algorithms : from simulation to optimazation, George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors

Automatic differentiation of algorithms : from simulation to optimazation, George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors

Label
Automatic differentiation of algorithms : from simulation to optimazation
Title
Automatic differentiation of algorithms
Title remainder
from simulation to optimazation
Statement of responsibility
George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors
Contributor
Subject
Genre
Language
eng
Summary
Automatic Differentiation (AD) is a maturing computational technology and has become a mainstream tool used by practicing scientists and computer engineers. The rapid advance of hardware computing power and AD tools has enabled practitioners to quickly generate derivative-enhanced versions of their code for a broad range of applications in applied research and development. Automatic Differentiation of Algorithms provides a comprehensive and authoritative survey of all recent developments, new techniques, and tools for AD use. The book covers all aspects of the subject: mathematics, scientific programming (i.e., use of adjoints in optimization) and implementation (i.e., memory management problems). A strong theme of the book is the relationships between AD tools and other software tools, such as compilers and parallelizers. A rich variety of significant applications are presented as well, including optimum-shape design problems, for which AD offers more efficient tools and techniques
Dewey number
515/.33
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
2000
http://library.link/vocab/relatedWorkOrContributorName
  • Corliss, George F.,
  • International Conference on Automatic Differentiation
http://library.link/vocab/subjectName
Differential calculus
Label
Automatic differentiation of algorithms : from simulation to optimazation, George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors
Instantiates
Publication
Copyright
Note
" ... Selected papers from the Third International Conference on Automatic Differentiation ... June 2000 ... Côte d'Azur."
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 383-425) and index
Color
multicolored
Contents
Invited contributions -- Parameter identification and least squares -- Applications in Ode's and optimal control -- Applications in PDE's -- Applications in science and engineering -- Maintaining and enhancing parallelism -- Exploiting structure and sparsity -- Space-time tradeoffs in the reverse mode -- Use of second and higher derivatives -- Error estimates and inclusions
Control code
ocn885401612
Dimensions
unknown
Extent
1 online resource (xxvii, 432 pages)
File format
unknown
Form of item
online
Isbn
9781461300755
Level of compression
unknown
Note
SpringerLink
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)885401612
Label
Automatic differentiation of algorithms : from simulation to optimazation, George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors
Publication
Copyright
Note
" ... Selected papers from the Third International Conference on Automatic Differentiation ... June 2000 ... Côte d'Azur."
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 383-425) and index
Color
multicolored
Contents
Invited contributions -- Parameter identification and least squares -- Applications in Ode's and optimal control -- Applications in PDE's -- Applications in science and engineering -- Maintaining and enhancing parallelism -- Exploiting structure and sparsity -- Space-time tradeoffs in the reverse mode -- Use of second and higher derivatives -- Error estimates and inclusions
Control code
ocn885401612
Dimensions
unknown
Extent
1 online resource (xxvii, 432 pages)
File format
unknown
Form of item
online
Isbn
9781461300755
Level of compression
unknown
Note
SpringerLink
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)885401612

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