Rough approximation of pairwise comparisons described by multi-attribute stochastic dominance

Rough approximation of pairwise comparisons described by multi-attribute stochastic dominance

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Article ID: iaor20012462
Country: United Kingdom
Volume: 8
Issue: 5
Start Page Number: 291
End Page Number: 297
Publication Date: Sep 1999
Journal: Journal of Multi-Criteria Decision Analysis
Authors:
Abstract:

Given a finite set A of actions evaluated by a set of attributes, preferential information is considered in the form of a pairwise comparison table including pairs of actions from subset B ⊂ A described by stochastic dominance relations on particular attributes and a total order on the decision attribute. Using a rough sets approach for the analysis of the subset of preference relations, a set of decision rules is obtained, and these are applied to a set A\B of potential actions. The rough sets approach of looking for the reduction of the set of attributes gives us the possibility of operating on a multi-attribute stochastic dominance for a reduced number of attributes.

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