Checking Consistency of CP-Theory Preferences in Polynomial Time
We investigate the problem of checking the consistency of qualitative preferences expressed in CP-theory. This problem is PSPACE-Complete even when the preferences are locally consistent or the preference variables have binary domain. We present a new sufficient condition for consistency of preferences and show that the condition can be checked in polynomial time in settings of practical relevance (locally consistent or binary domain preference variables). We further show how the resulting sufficient condition can be used to efficiently identify a subset of outcomes that are non-dominated with respect to a set of qualitative preferences.
Authors
- Vasant Honavar (ORCID: https://orcid.org/0000-0001-5399-3489)
- Samik Basu (ORCID: https://orcid.org/0000-0002-3757-2227)
- Erik Rauer
Institutions
- Iowa State University (US)
- Artificial Intelligence in Medicine (Canada) (CA)
Publication Details
- Journal
- Proceedings of the AAAI Conference on Artificial Intelligence
- Published
- 2025-04-11
- DOI
- https://doi.org/10.1609/aaai.v39i14.33659
- Primary Topic
- Formal Methods in Verification
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation