Automatic Differentiation: Applications, Theory, and Implementations - Lecture Notes in Computational Science and Engineering 50 (Paperback)
  • Automatic Differentiation: Applications, Theory, and Implementations - Lecture Notes in Computational Science and Engineering 50 (Paperback)
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Automatic Differentiation: Applications, Theory, and Implementations - Lecture Notes in Computational Science and Engineering 50 (Paperback)

(editor), (editor), (editor), (editor), (editor)
£153.50
Paperback 370 Pages / Published: 14/12/2005
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The Fourth International Conference on Automatic Di?erentiation was held July20-23inChicago,Illinois.Theconferenceincludedaonedayshortcourse, 42 presentations, and a workshop for tool developers. This gathering of au- matic di?erentiation researchers extended a sequence that began in Breck- ridge, Colorado, in 1991 and continued in Santa Fe, New Mexico, in 1996 and Nice, France, in 2000. We invited conference participants and the general - tomatic di?erentiation community to submit papers to this special collection. The28acceptedpapersre?ectthestateoftheartinautomaticdi?erentiation. The number of automatic di?erentiation tools based on compiler techn- ogy continues to expand. The papers in this volume discuss the implem- tation and application of several compiler-based tools for Fortran, including the venerable ADIFOR, an extended NAGWare compiler, TAF, and TAPE- NADE. While great progress has been made toward robust, compiler-based tools for C/C++, most notably in the form of the ADIC and TAC++ tools, for now operator-overloading tools such as ADOL-C remain the undisputed champions for reverse-mode automatic di?erentiation of C++. Tools for - tomatic di?erentiation of high level languages, including COSY and ADiMat, continue to grow in importance as the productivity gains o? ered by high-level programming are recognized.

Publisher: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
ISBN: 9783540284031
Number of pages: 370
Weight: 1190 g
Dimensions: 235 x 155 x 20 mm
Edition: 2006 ed.

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