Adding Circumscription to Decidable Fragments of First-Order Logic: A Complexity Rollercoaster
We study extensions of expressive decidable fragments of first-order logic with circumscription, considering in particular the two-variable fragment FO^2, its extension C^2 with counting quantifiers, and the guarded fragment GF. We prove that if only unary predicates are minimized (or fixed) during circumscription, then decidability of logical consequence is preserved. For FO^2 the complexity increases from NExp to NExp^NP-complete, for GF it (remarkably!) increases from 2Exp to Tower-complete, and for C^2 it remains open. We also consider querying circumscribed knowledge bases whose ontology is a GF sentence, showing that the problem is decidable for unions of conjunctive queries, Tower-complete in combined complexity, and elementary in data complexity. Already for atomic queries and ontologies that are sets of guarded existential rules, however, for every k > 0 there is an ontology and query that are k-Exp-hard in data complexity.
Authors
- Carsten Lutz (ORCID: https://orcid.org/0000-0002-8791-6702)
- Quentin Manière (ORCID: https://orcid.org/0000-0001-9618-8359)
Institutions
- German Research Centre for Artificial Intelligence (DE)
- Center for Scalable Data Analytics and Artificial Intelligence (DE)
- Leipzig University (DE)
Publication Details
- Published
- 2024-10-26
- DOI
- https://doi.org/10.24963/kr.2024/50
- Primary Topic
- Logic, Reasoning, and Knowledge
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Deutscher Akademischer Austauschdienst
- Bundesministerium für Bildung und Forschung