The Art of Differentiating Computer Programs (Software, Environments and Tools, Band 24) - Softcover

Naumann, Uwe

 
9781611972061: The Art of Differentiating Computer Programs (Software, Environments and Tools, Band 24)

Inhaltsangabe

This entry-level book on algorithmic (also known as automatic) differentiation (AD) covers the mathematical underpinnings as well as real-world applications.

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Über die Autorin bzw. den Autor

Uwe Naumann is Associate Professor for Computer Science at RWTH Aachen University. He has co-chaired international conferences on AD held in Nice (2000), Chicago (2004) and Bonn (2008) and co-edited the proceedings for those conferences. His professional interests are primarily motivated by AD. They range from compilers for the semantic transformation of numerical programs via corresponding (domain-specific) program analyses and combinatorial algorithms to high-performance scientific computing and the application of adjoint methods in computational science, engineering and finance. He has co-authored more than 80 publications and is a member of SIAM and of the Numerical Algorithms Group, Ltd.

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