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.

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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

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article

Adding Circumscription to Decidable Fragments of First-Order Logic: A Complexity Rollercoaster

Carsten Lutz, Quentin Manière
Logic, Reasoning, and Knowledge
article

Adding Circumscription to Decidable Fragments of First-Order Logic: A Complexity Rollercoaster

Carsten Lutz, Quentin Manière
article en

Abstract

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.

German Research Centre for Artificial Intelligence (DE), Center for Scalable Data Analytics and Artificial Intelligence (DE), Leipzig University (DE)
Deutscher Akademischer Austauschdienst, Bundesministerium für Bildung und Forschung
Openalex Percentile: Top 83%
Logic, Reasoning, and Knowledge
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Adding Circumscription to Decidable Fragments of First-Order Logic: A Complexity Rollercoaster — Carsten Lutz, Quentin Manière · (2024) | TGRS Research Map | TGRS