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Computational techniques for a simple theory of conditional preferences
Authors:Nic Wilson
Affiliation:Cork Constraint Computation Centre, Department of Computer Science, University College Cork, Cork, Ireland;Faculty of Industrial Engineering and Management, Technion - Israel Institute of Technology, Israel;Department of Mathematics and Computer Science, Philipps-Universität Marburg, Germany;CRIL, IUT de Lens, Rue de l''Université, SP 16, 62300 Lens, France;IRIT, Université Paul Sabatier, 118 Route de Narbonne, 31062 Toulouse Cedex 09, France
Abstract:A simple logic of conditional preferences is defined, with a language that allows the compact representation of certain kinds of conditional preference statements, a semantics and a proof theory. CP-nets and TCP-nets can be mapped into this logic, and the semantics and proof theory generalise those of CP-nets and TCP-nets. The system can also express preferences of a lexicographic kind. The paper derives various sufficient conditions for a set of conditional preferences to be consistent, along with algorithmic techniques for checking such conditions and hence confirming consistency. These techniques can also be used for totally ordering outcomes in a way that is consistent with the set of preferences, and they are further developed to give an approach to the problem of constrained optimisation for conditional preferences.
Keywords:
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