BibTeX
@INCOLLECTION{
Casanova2002AoA,
author = "Daniele Casanova and Robin S. Sharp and Mark Final and Bruce Christianson and Pat
Symonds",
title = "Application of Automatic Differentiation to Race Car Performance Optimisation",
pages = "117--124",
chapter = "12",
crossref = "Corliss2002ADo",
booktitle = "Automatic Differentiation of Algorithms: From Simulation to Optimization",
year = "2002",
editor = "George Corliss and Christ{\`e}le Faure and Andreas Griewank and Laurent
Hasco{\"e}t and Uwe Naumann",
series = "Computer and Information Science",
publisher = "Springer",
address = "New York, NY",
abstract = "A formal method for the evaluation of the minimum time vehicle manoeuvre is
described. The problem is treated as one of optimal control and is solved using a direct
transcription method. The resulting non-linear programming problem is solved using the sequential
quadratic programming algorithm SNOPT for constrained optimisation. The automatic differentiation
software tool \textbf{AD}\raisebox{-.25ex}{\textsl{opt}} is used for the evaluation
of the first-order derivatives of objective and constraint functions with respect to the control
variables. The implementation of automatic differentiation is more robust and ten times as fast
compared to the use of a finite difference determination of the Jacobian.",
referred = "[Caillau2002OCS]."
}
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