Multicriteria filtering methods based on concordance and non-discordance principles

Patrice Perny 1
1 SYSDEF - Systèmes d'aide à la décision et à la formation
LIP6 - Laboratoire d'Informatique de Paris 6
Abstract : This paper introduces multicriteria decision-aid methods for assigning alternatives topre-defined categories and develops a unified framework for preference aggregation methodsthat are based on concordance and non-discordance principles. Within this framework,we propose new multicriteria classification procedures based on non-totally compensatorymeasures of preference and similarity. We assume that the categories are given a priori andare characterised by fictitious alternatives serving as reference points, each representing atypical element of a category, or each representing a boundary between two categories.Several assignment methods are presented, all based on a filtering process exploiting binaryrelations constructed following the concordance and non-discordance principles. We firstconsider the case of ordered categories and a filtering procedure exploiting valued preferencerelations is proposed for assessing the membership of alternatives in categories. Then weconsider the case of non-ordered categories and filtering methods exploiting valued in-difference relations are introduced. Finally, a small example is given.
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Journal articles
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https://hal.archives-ouvertes.fr/hal-01195771
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Submitted on : Tuesday, September 8, 2015 - 2:07:47 PM
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Patrice Perny. Multicriteria filtering methods based on concordance and non-discordance principles. Annals of Operations Research, Springer Verlag, 1998, 80, pp.137-165. ⟨10.1023/A:1018907729570⟩. ⟨hal-01195771⟩

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