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High dimensional system design using genetic algorithms & visualization

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5 Author(s)
Xiaopeng Fang ; Dept. of Electr. Eng., Iowa State Univ., Ames, IA, USA ; Kellogg, B. ; Conlan, T. ; Dickerson, J.
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This paper uses genetic algorithms to explore and optimize a high dimensional multiobjective system for brake control. The design goal is to make a hydraulic brake system efficient and comfortable for a variety of vehicles. High dimensional visualization has been used to visualize the design space and design the fitness function. The effectiveness of methods is demonstrated by the brake design example.

Published in:

American Control Conference, 2003. Proceedings of the 2003  (Volume:6 )

Date of Conference:

4-6 June 2003