The Design of Open Engineering Systems Lab

University at Buffalo - The State University of New York

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Hyper-Radial Visualization for Multi-objective Decision-making Support Under Uncertainty Using Preference Ranges: The PRUF Method

Research Area: Research Publication Year: 2008
Type of Publication: Technical Report
Authors: Naim, Aziz; Chiu, Po-wen; Bloebaum, Christina; Lewis, Kemper
Abstract:
In this paper, the Preference Range and Uncertainty Filtering (PRUF) Method is proposed for visualizing multi-attribute design problem solutions under uncertainty. This method enables decision makers to perform real-time trade-off investigations by incorporating preference ranges and uncertainty at the input level. In a real world case, designers must consider potentially complex trade-off decisions in order to choose a point or set of points with which to proceed. By using the PRUF method, designers can investigate the performance space under different preference/uncertainty conditions. This allows a more informed and efficient way to find promising solutions for each decision maker, thereby significantly reducing the time required for trade-off analysis in a complex design process. In this paper, an eight objective problem is presented to demonstrate the incorporation of user preferences and uncertainty definition.
Comments:
Multidisciplinary Analysis and Optimization Conference

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