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.
| Original language | English |
|---|---|
| Pages (from-to) | 1053-1091 |
| Number of pages | 39 |
| Journal | Artificial Intelligence |
| Volume | 175 |
| Issue number | 7-8 |
| DOIs | |
| Publication status | Published - May 2011 |
Keywords
- Ceteris paribus preferences
- Comparative preferences
- Conditional preferences
- Constrained optimisation
- CP-nets
- Lexicographic preferences
- TCP-nets
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