Lune

LICS2025Top-tier venue

Model Enumeration of Two-Variable Logic with Quadratic Delay Complexity

Qiaolan Meng, Juhua Pu, Hongting Niu, Yuyi Wang, Yuanhong Wang, Ondrej Kuzelka

2025Year
2Citations

Abstract

We study the model enumeration problem of the function-free, finite domain fragment of first-order logic with two variables (FO 2 ). Specifically, given an FO 2 sentence Γ and a positive integer n, how can one enumerate all the models of Γ over a domain of size n? In this paper, we devise a novel algorithm to address this problem. The delay complexity, the time required between producing two consecutive models, of our algorithm is quadratic in the given domain size n (up to logarithmic factors) when the sentence is fixed. This complexity is almost optimal since the interpretation of binary predicates in any model requires at least Ω(n 2 ) bits to represent.

Ask about this paper

Your agent reads all of it.

Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.

Questions to start from

Your agent calls

Luneget_paper_fulltext

Ask in Lune

Free to start. No credit card required.

Builds on3

Related papers

Dusk over the sea between two cliffs drawn in fine vertical lines