Multicriteria analysis represented by artificial intelligence techniques

Multicriteria analysis represented by artificial intelligence techniques

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Article ID: iaor19901119
Country: United Kingdom
Volume: 41
Issue: 5
Start Page Number: 419
End Page Number: 430
Publication Date: May 1990
Journal: Journal of the Operational Research Society
Authors: ,
Keywords: artificial intelligence
Abstract:

This paper presents a possible representation of multicriteria analysis by means of artificial intelligence techniques. The decision process activities characterized by the existence of formal and technical knowledge were identified and attention was focused on the area of multicriteria outranking methods. The knowledge characteristics suggested the use of artificial intelligence techniques, based on a conceptualization in which the domain of discourse is the set of the multicriteria methodology concepts used in the analysed area of activities, and the relational set is the union of the admissible relations among the concepts and the relations elicited from experience. The suitable AI techniques were tested by implementing a knowledge-based interface between the outranking methods and a user who was not very familiar with this approach.

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