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" Automatic differentiation of algorithms : "
George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors.
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BL
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| Record Number
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724579
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b544298
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| Main Entry
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George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors.
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| Title & Author
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Automatic differentiation of algorithms : : from simulation to optimazation\ George Corliss, Christèle Faure, Andreas Griewank, Laurent Hascoët, Uwe Naumann, editors.
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| Publication Statement
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New York: Springer, [2002] ©2002
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(xxvii, 432 pages) : illustrations
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| ISBN
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1461265436
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: 1461300754
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: 9781461265436
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: 9781461300755
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| Notes
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... Selected papers from the Third International Conference on Automatic Differentiation ... June 2000 ... Côte d'Azur.
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| Contents
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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.
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| Abstract
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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. They cover the scientific programming aspects, such as the use of adjoints in optimization and the propagation of rounding errors.
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| Subject
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Differential calculus -- Data processing -- Congresses.
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Differential calculus -- Data processing.
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| LC Classification
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QA304.G467 9999
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| Added Entry
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George F Corliss
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