An interactive approach for multiobjective decision making

An interactive approach for multiobjective decision making

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Article ID: iaor20072004
Country: United Kingdom
Volume: 57
Issue: 5
Start Page Number: 532
End Page Number: 540
Publication Date: May 2006
Journal: Journal of the Operational Research Society
Authors: ,
Abstract:

We develop an interactive approach for multiobjective decision-making problems, where the solution space is defined by a set of constraints. We first reduce the solution space by eliminating some undesirable regions. We generate solutions (partition ideals) that dominate portions of the efficient frontier and the decision maker (DM) compares these with feasible solutions. Whenever the decision maker prefers a feasible solution, we eliminate the region dominated by the partition ideal. We then employ an interactive search method on the reduced solution space to help the DM further converge toward a highly preferred solution. We demonstrate our approach and discuss some variations.

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