Hierarchical automatic differentiation by vertex elimination and source
transformation.

Tadjouddine, Mohamed; Forth, Shaun A.; Pryce, John D.

dc.contributor.author	Tadjouddine, Mohamed	-
dc.contributor.author	Forth, Shaun A.	-
dc.contributor.author	Pryce, John D.	-
dc.contributor.editor	Kumar, V.; Gavrilova, M.L.; Tan, C.J.K.; L'Ecuyer, P.	-
dc.date.accessioned	2012-07-19T23:01:48Z
dc.date.available	2012-07-19T23:01:48Z
dc.date.issued	2003-01-01T00:00:00Z	-
dc.identifier.citation	Mohamed Tadjouddine, Shaun A. Forth & John D. Pryce, Hierarchical Automatic Differentiation by Vertex Elimination and Source Transformation. Computational Science and Its Applications - ICCSA 2003, International Conference, Montreal, Canada, May 18-21, 2003, Proceedings, Part II, Lecture Notes in Computer Science , Vol. 2668, pp115-124, Kumar, V.; Gavrilova, M.L.; Tan, C.J.K.; L'Ecuyer, P. (Eds.)	-
dc.identifier.isbn	9783540401612	-
dc.identifier.issn	0302-9743	-
dc.identifier.uri	http://dx.doi.org/10.1007/3-540-44843-8_13	-
dc.identifier.uri	http://dspace.lib.cranfield.ac.uk/handle/1826/3134
dc.description.abstract	We present a hierarchical scheme to extend the applicability of automatic differentiation (AD) by vertex elimination from the basic block level to code with branches and subroutine calls. We introduce the ELIAD tool that implements our scheme. Results from computational fluid dynamics (CFD) flux linearisations show runtime speedup by a typical factor of two over both finite-differencing and traditional forward and reverse modes of AD.	en_UK
dc.language.iso	en_UK	-
dc.publisher	Springer-verlag	en_UK
dc.title	Hierarchical automatic differentiation by vertex elimination and source transformation.	en_UK
dc.type	Book chapter	-