Infinite computable version of Lovasz Local Lemma
Andrey Rumyantsev

TL;DR
This paper extends the Lovasz Local Lemma to an infinite, computable setting, demonstrating that a constructive solution satisfying all conditions can be effectively found, building on the Moser-Tardos approach.
Contribution
It provides the first infinite, computable version of the Lovasz Local Lemma, adapting the Moser-Tardos constructive proof to infinite cases.
Findings
Established a computable version of LLL for infinite conditions
Demonstrated the applicability of Moser-Tardos technique in infinite settings
Proved the existence of computable solutions satisfying all constraints
Abstract
Lov\'asz Local Lemma (LLL) is a probabilistic tool that allows us to prove the existence of combinatorial objects in the cases when standard probabilistic argument does not work (there are many partly independent conditions). LLL can be also used to prove the consistency of an infinite set of conditions, using standard compactness argument (if an infinite set of conditions is inconsistent, then some finite part of it is inconsistent, too, which contradicts LLL). In this way we show that objects satisfying all the conditions do exist (though the probability of this event equals~). However, if we are interested in finding a computable solution that satisfies all the constraints, compactness arguments do not work anymore. Moser and Tardos recently gave a nice constructive proof of LLL. Lance Fortnow asked whether one can apply Moser--Tardos technique to prove the existence of a…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsComputability, Logic, AI Algorithms · Advanced Topology and Set Theory · Logic, Reasoning, and Knowledge
