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Representing interval orders by weighted bases: Some complexity results

Ozturk, Meltem; Marquis, Pierre (2009), Representing interval orders by weighted bases: Some complexity results, Mathematical Social Sciences, 57, 3, p. 367-388. http://dx.doi.org/10.1016/j.mathsocsci.2008.12.011

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Type
Article accepté pour publication ou publié
Date
2009
Journal name
Mathematical Social Sciences
Volume
57
Number
3
Publisher
Elsevier
Pages
367-388
Publication identifier
http://dx.doi.org/10.1016/j.mathsocsci.2008.12.011
Metadata
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Author(s)
Ozturk, Meltem
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Marquis, Pierre
Abstract (EN)
This paper is centered on the notion of interval order as a model for preferences. We introduce a family of representation languages for such orders, parameterized by a scale and an aggregation function. We show how interval orders can be represented by elements of those languages, called weighted bases. We identify the complexity of the main decision problems to be considered for exploiting such representations of interval orders (including the comparison problems and the non-dominance problem). We also show that our representation of interval orders based on weighted bases encompasses the penalty-based representation of complete preorders as a specific case.
Subjects / Keywords
Computational complexity; Compact representation of preferences; Preferences over combinatorial domains

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