Separating Design Optimization Problems Into Decision-Based Design Processes
J. Mech. Des. -- January 2009 -- Volume 131, Issue 1, 011007 (8 pages)
doi:10.1115/1.3013443
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This paper introduces the technique of separation, which replaces a design optimization problem with a set of subproblems. This separation is similar to decomposition but does not require a second-level coordination. We identify conditions under which this separation yields an exact solution and other conditions under which the error can be bounded. We show that the decision-based design framework, which seeks to find the most profitable design, can be separated into a sequence of subproblems. We also apply separation to a motor design problem and demonstrate how the surrogate constraints and objective functions affect the solution quality. These results indicate a way to apply the principles of decision-based design to design processes.
©2009 American Society of Mechanical Engineers
| History: | Received 22 May 2008; revised 5 September 2008; published 15 December 2008 | |
| doi: | http://dx.doi.org/10.1115/1.3013443 | |



