Ranking Alternatives on the Basis of a Dominance Intensity Measure

Mateos Caballero, Alfonso and Jiménez Martín, Antonio and Aguayo Garcia, Ernesto Aaron and Moreno Díaz, Arminda (2010). Ranking Alternatives on the Basis of a Dominance Intensity Measure. In: "15th IFIP Working Group 8.3 International Conference, DSS 2010.", 07/07/2010 - 10/07/2010, Lisboa, Portugal. ISBN 9781607505761.

Description

Title: Ranking Alternatives on the Basis of a Dominance Intensity Measure
Author/s:
  • Mateos Caballero, Alfonso
  • Jiménez Martín, Antonio
  • Aguayo Garcia, Ernesto Aaron
  • Moreno Díaz, Arminda
Item Type: Presentation at Congress or Conference (Article)
Event Title: 15th IFIP Working Group 8.3 International Conference, DSS 2010.
Event Dates: 07/07/2010 - 10/07/2010
Event Location: Lisboa, Portugal
Title of Book: Proceedings of the 15th IFIP Working Group 8.3 International Conference, DSS 2010.
Date: 2010
ISBN: 9781607505761
Subjects:
Freetext Keywords: Additive Multi-Attribute Utility Model, Dominance Intensity Measure, Linear Programming.
Faculty: Facultad de Informática (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The additive multi-attribute utility model is widely used within MultiAttribute Utility Theory (MAUT), demanding all the information describing the decision-making situation. However, these information requirements can obviously be far too strict in many practical situations. Consequently, incomplete information about input parameters has been incorporated into the decisionmaking process. We propose an approach based on a dominance intensity measure to deal with such situations. The approach is based on the dominance values between pairs of alternatives that can be computed by linear programming. These dominance values are transformed into dominance intensities from which a dominance intensity measure is derived. It is used to analyze the robustness of a ranking of technologies for the disposition of surplus weapons-grade plutonium by the Department of Energy in the USA, and compared with other dominance measuring methods.

More information

Item ID: 7599
DC Identifier: http://oa.upm.es/7599/
OAI Identifier: oai:oa.upm.es:7599
Official URL: http://dss2010.di.fc.ul.pt/
Deposited by: Memoria Investigacion
Deposited on: 08 Jul 2011 12:34
Last Modified: 20 Apr 2016 16:41
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