Preference modeling as a reasoning process: A new way to face uncertainty in Multiple Criteria Decision Support Systems

Preference modeling as a reasoning process: A new way to face uncertainty in Multiple Criteria Decision Support Systems

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Article ID: iaor19931886
Country: Netherlands
Volume: 55
Issue: 3
Start Page Number: 309
End Page Number: 318
Publication Date: Dec 1991
Journal: European Journal of Operational Research
Authors:
Keywords: decision theory: multiple criteria, programming: multiple criteria
Abstract:

How is it possible to improve both multicriteria methodology and building of flexible and reliable Decision Support System? In this paper an attempt is made, through the use of Artificial Intelligence techniques, towards a declarative representation of decision aid activities and principally towards a new way to face problems of uncertainty in preference modeling. Particularly the use of nonmonotonic inference procedures is explored and a new formalization of the preference relations is proposed on a reason maintenance approach. A possible generalization is also discussed.

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