Formulation of Multicriterion Design Optimization Problems for Solution With Scalar Numerical Optimization Methods
Authors: Parsons M.G.; Scott R.L.
Source: Journal of Ship Research, Volume 48, Number 1, March 2004 , pp. 61-76(16)
Publisher: Society of Naval Architects and Marine Engineers (SNAME)
Abstract:
Most marine design problems involve multiple conflicting criteria, objectives, or goals. The most common definition of the multicriterion optimum is the Pareto optimum, which usually results in a set of solutions. Design teams, however, need to arrive at a single answer that provides an acceptable compromise solution within the Pareto set. Methods have been developed to solve multicriterion optimization problems using a number of related definitions of the compromise solution or "optimum" in the presence of multiple conflicting criteria. The most common of these definitions are reviewed and their solutions are formulated in a consistent form utilizing a preference function that will allow their solution using conventional scalar criterion numerical optimization methods. This approach permits the use and comparison of the various definitions of the multicriterion "optimum" with modest additional computation. The design team can use these results to guide its selection of the solution that best reflects their design intent in a particular case. A six-parameter, three-criterion, 14- to 16-constraint conceptual marine design optimization example adapted from the literature is presented to illustrate the use of this approach. The results for the various definitions of the multicriterion optimum for Panamax and postPanamax bulk carriers are presented for comparison.Document Type: Research article
Publication date: 2004-03-01
- The Journal of Ship Research is a quarterly publication providing highly technical papers on applied research in hydrodynamics, propulsion, ship motions, structures, and vibrations. While the Journal requires that papers present the results of research that advances ship and ocean science and engineering, most contributions bear directly on other disciplines, such as civil and mechanical engineering, applied mathematics, and numerical analysis. High quality papers are contributed from the U.S., Canada and overseas, with representation from established authorities as well as new researchers.
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- In this Subject: General & Civil Engineering , Hydraulic & Environmental Engineering , Mechanical Engineering
- By this author: Parsons M.G. ; Scott R.L.

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