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Extension of fixed point PDE solvers for optimal design by one-shot method - With first applications to aerodynamic shape optimization

Gauger, Nicolas and Griewank, Andreas and Riehme, Jan (2008) Extension of fixed point PDE solvers for optimal design by one-shot method - With first applications to aerodynamic shape optimization. European Journal of Computational Mechanics (REMN), 17, pp. 87-102.

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Abstract

This paper concerns mathematical methods, algorithmic techniques and software tools for the transition from simulation to optimization. We focus in particular on applications in aerodynamics. The methodology is applicable to all areas of scientific computing, where large scale governing equations involving discretized PDEs are treated by custom made fixed point solvers. To exploit the domain specific experience and expertise invested in these simulation tools we propose to extend them in a semi-automated fashion. First they are augmented with an adjoint solvers to obtain (reduced) derivatives and then this sensitivity information is immediately used to determine optimization corrections.

Item URL in elib:https://elib.dlr.de/58313/
Document Type:Article
Title:Extension of fixed point PDE solvers for optimal design by one-shot method - With first applications to aerodynamic shape optimization
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Gauger, NicolasUNSPECIFIEDUNSPECIFIED
Griewank, AndreasHU BerlinUNSPECIFIED
Riehme, JanRWTH AachenUNSPECIFIED
Date:2008
Journal or Publication Title:European Journal of Computational Mechanics (REMN)
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:Yes
Volume:17
Page Range:pp. 87-102
Status:Published
Keywords:automated optimal design, one-shot
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Aeronautics
HGF - Program Themes:other
DLR - Research area:Aeronautics
DLR - Program:L - no assignment
DLR - Research theme (Project):L - no assignment (old)
Location: Braunschweig
Institutes and Institutions:Institute of Aerodynamics and Flow Technology
Deposited By: Gauger, Prof.Dr. Nicolas
Deposited On:13 Mar 2009
Last Modified:27 Apr 2009 15:53

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