The primary obstacle in automated design for crashworthiness is the heavy computational resources required during the optimization processes. Hence it is desirable to develop efficient optimization algorithms capable of finding good solutions without requiring too many model simulations. This paper presents an efficient mixed discrete and continuous optimization algorithm, Mixed Reactive Taboo Search (MRTS), and its application to the design of a vehicle B-Pillar subjected to roof crush conditions. The problem is sophisticated enough to explore the MRTS’ capability of identifying multiple local optima with a single optimization run, yet the associated finite element model (FEM) is not too large to make the computational resources required for global optimization prohibitive. The optimization results demonstrated that a single run of MRTS identified a set of better designs with smaller number of simulation runs, than multiple runs of Sequential Quadratic Programming (SQP) with several starting points.
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ASME 2003 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
September 2–6, 2003
Chicago, Illinois, USA
Conference Sponsors:
- Design Engineering Division and Computers and Information in Engineering Division
ISBN:
0-7918-3700-9
PROCEEDINGS PAPER
Design Optimization of a Vehicle B-Pillar Subjected to Roof Crush Using Mixed Reactive Taboo Search
Karim Hamza,
Karim Hamza
University of Michigan, Ann Arbor, MI
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Kazuhiro Saitou,
Kazuhiro Saitou
University of Michigan, Ann Arbor, MI
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Ashraf Nassef
Ashraf Nassef
American University of Cairo, Cairo, Egypt
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Karim Hamza
University of Michigan, Ann Arbor, MI
Kazuhiro Saitou
University of Michigan, Ann Arbor, MI
Ashraf Nassef
American University of Cairo, Cairo, Egypt
Paper No:
DETC2003/DAC-48750, pp. 449-457; 9 pages
Published Online:
June 23, 2008
Citation
Hamza, K, Saitou, K, & Nassef, A. "Design Optimization of a Vehicle B-Pillar Subjected to Roof Crush Using Mixed Reactive Taboo Search." Proceedings of the ASME 2003 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 2: 29th Design Automation Conference, Parts A and B. Chicago, Illinois, USA. September 2–6, 2003. pp. 449-457. ASME. https://doi.org/10.1115/DETC2003/DAC-48750
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