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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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Author(s):
Peyman Karimian, Research Assistant and Jeffrey W. Herrmann, Associate Professor
Department of Mechanical Engineering, A. J. Clark School of Engineering, University of Maryland, College Park, MD 20742
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

KEYWORDS and PACS

Keywords
PACS
  • 45.10.Db
    Variational and optimization methods (classical mechanics)
  • 02.60.Pn
    Numerical optimization
  • YEAR: 2009

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PUBLICATION DATA

Coden:
JMDEDB
ISSN:
1050-0472 (print)   1050-0472 (online)
Publisher:
AIP is a member of CrossRef ASME

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