Abstract
Recent advancements in computing power and speed provide opportunities to revolutionize trade space exploration, particularly for the design of complex systems such as automobiles, aircraft, and spacecraft. In this paper, we introduce three Visual Steering Commands to support trade space exploration and demonstrate their use within a powerful data visualization tool that allows designers to explore multi-dimensional trade spaces using glyph, 1-D and 2-D histogram, 2-D scatter, scatter matrix, and parallel coordinate plots; linked views; brushing; preference shading and Pareto frontier display. In particular, we define three user-guided samplers that enable designers to explore (1) the entire design space, (2) near a point of interest, or (3) within a region of high preference. We illustrate these three samplers with a vehicle configuration model that evaluates the technical feasibility of new vehicle concepts. Future research is also discussed.
| Original language | English (US) |
|---|---|
| Title of host publication | 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007 |
| DOIs | |
| State | Published - Jun 17 2008 |
| Event | 33rd Design Automation Conference, presented at - 2007 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2007 - Las Vegas, NV, United States Duration: Sep 4 2007 → Sep 7 2007 |
Publication series
| Name | 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007 |
|---|---|
| Volume | 6 PART B |
Other
| Other | 33rd Design Automation Conference, presented at - 2007 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, IDETC/CIE2007 |
|---|---|
| Country | United States |
| City | Las Vegas, NV |
| Period | 9/4/07 → 9/7/07 |
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All Science Journal Classification (ASJC) codes
- Computer Graphics and Computer-Aided Design
- Computer Science Applications
- Mechanical Engineering
- Modeling and Simulation
Cite this
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Visual steering commands for trade space exploration : User-guided sampling with example. / Stump, Gary Michael; Lego, Sara; Yukish, Michael Andrew; Simpson, Timothy William; Donndelinger, Joseph A.
2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007. 2008. (2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007; Vol. 6 PART B).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - Visual steering commands for trade space exploration
T2 - User-guided sampling with example
AU - Stump, Gary Michael
AU - Lego, Sara
AU - Yukish, Michael Andrew
AU - Simpson, Timothy William
AU - Donndelinger, Joseph A.
PY - 2008/6/17
Y1 - 2008/6/17
N2 - Recent advancements in computing power and speed provide opportunities to revolutionize trade space exploration, particularly for the design of complex systems such as automobiles, aircraft, and spacecraft. In this paper, we introduce three Visual Steering Commands to support trade space exploration and demonstrate their use within a powerful data visualization tool that allows designers to explore multi-dimensional trade spaces using glyph, 1-D and 2-D histogram, 2-D scatter, scatter matrix, and parallel coordinate plots; linked views; brushing; preference shading and Pareto frontier display. In particular, we define three user-guided samplers that enable designers to explore (1) the entire design space, (2) near a point of interest, or (3) within a region of high preference. We illustrate these three samplers with a vehicle configuration model that evaluates the technical feasibility of new vehicle concepts. Future research is also discussed.
AB - Recent advancements in computing power and speed provide opportunities to revolutionize trade space exploration, particularly for the design of complex systems such as automobiles, aircraft, and spacecraft. In this paper, we introduce three Visual Steering Commands to support trade space exploration and demonstrate their use within a powerful data visualization tool that allows designers to explore multi-dimensional trade spaces using glyph, 1-D and 2-D histogram, 2-D scatter, scatter matrix, and parallel coordinate plots; linked views; brushing; preference shading and Pareto frontier display. In particular, we define three user-guided samplers that enable designers to explore (1) the entire design space, (2) near a point of interest, or (3) within a region of high preference. We illustrate these three samplers with a vehicle configuration model that evaluates the technical feasibility of new vehicle concepts. Future research is also discussed.
UR - http://www.scopus.com/inward/record.url?scp=44949130746&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=44949130746&partnerID=8YFLogxK
U2 - 10.1115/DETC2007-34684
DO - 10.1115/DETC2007-34684
M3 - Conference contribution
AN - SCOPUS:44949130746
SN - 0791848027
SN - 9780791848029
SN - 0791848078
SN - 9780791848074
T3 - 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007
BT - 2007 Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, DETC2007
ER -