Complex system design requires managing competing objectives between many subsystems. Previous field research has demonstrated that subsystem designers may use biased information passing as a negotiation tactic and thereby reach sub-optimal system-level results due to local optimization behavior. One strategy to combat the focus on local optimization is an incentive structure that promotes system-level optimization. This paper presents a new subsystem incentive structure based on Multi-disciplinary Optimization (MDO) techniques for improving robustness of the design process to such biased information passing strategies. Results from simulations of different utility functions for a test suite of multi-objective problems quantify the system robustness to biased information passing strategies. Results show that incentivizing subsystems with this new weighted structure may decrease the error resulting from biased information passing.
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ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference
August 2–5, 2015
Boston, Massachusetts, USA
Conference Sponsors:
- Design Engineering Division
- Computers and Information in Engineering Division
ISBN:
978-0-7918-5707-6
PROCEEDINGS PAPER
Changing Subsystem Information Strategies Using Weighted Objectives: Increasing Robustness to Biased Information Passing
Jesse Austin-Breneman,
Jesse Austin-Breneman
Massachusetts Institute of Technology, Cambridge, MA
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Bo Yang Yu,
Bo Yang Yu
Massachusetts Institute of Technology, Cambridge, MA
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Maria C. Yang
Maria C. Yang
Massachusetts Institute of Technology, Cambridge, MA
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Jesse Austin-Breneman
Massachusetts Institute of Technology, Cambridge, MA
Bo Yang Yu
Massachusetts Institute of Technology, Cambridge, MA
Maria C. Yang
Massachusetts Institute of Technology, Cambridge, MA
Paper No:
DETC2015-47667, V02AT03A023; 11 pages
Published Online:
January 19, 2016
Citation
Austin-Breneman, J, Yu, BY, & Yang, MC. "Changing Subsystem Information Strategies Using Weighted Objectives: Increasing Robustness to Biased Information Passing." Proceedings of the ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 2A: 41st Design Automation Conference. Boston, Massachusetts, USA. August 2–5, 2015. V02AT03A023. ASME. https://doi.org/10.1115/DETC2015-47667
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