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Automatic Differentiation of Third Order Derivatives using Forward Mode in C++

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dc.contributor.author Lium, Torbjørn
dc.date.accessioned 2009-07-21T12:16:26Z
dc.date.available 2009-07-21T12:16:26Z
dc.date.issued 2009-01-07
dc.date.submitted 2009-01-07 en
dc.identifier.uri http://hdl.handle.net/1956/3401
dc.description.abstract Automatic differentiation of third order derivatives is implemented in C++. The implementation uses uses object-orientation and operator overloading to perform the differentiation. A short introduction to operator overloading is done with complex numbers. Automatic differentiation of univariate functions is then extended to the second and third derivatives of multivariate function. A set of functions for benchmarking is given, and numerical results which describe the cost of calculating the derivatives are presented. en
dc.format.extent 496387 bytes en
dc.format.mimetype application/pdf en
dc.language.iso eng en
dc.publisher The University of Bergen en
dc.rights Copyright the author. All rights reserved en
dc.title Automatic Differentiation of Third Order Derivatives using Forward Mode in C++ en
dc.type Master thesis
dc.type.degree Master i Informatikk - optimering no
dc.type.course INFOP en
dc.subject.nsi VDP::Matematikk og Naturvitenskap: 400::Informasjons- og kommunikasjonsvitenskap: 420 no
dc.rightsHolder The author en
dc.subject.archivecode Mastergrad
dc.subject.nus 754115
dc.type.program MAMN-INFOP en


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