Title
Near-Optimal Lower Bounds on Quantifier Depth and Weisfeiler-Leman Refinement Steps.
Abstract
We prove near-optimal trade-offs for quantifier depth versus number of variables in first-order logic by exhibiting pairs of n-element structures that can be distinguished by a k-variable first-order sentence but where every such sentence requires quantifier depth at least nΩ(k / log k). Our trade-offs also apply to first-order counting logic, and by the known connection to the k-dimensional Weisfeiler--Leman algorithm imply near-optimal lower bounds on the number of refinement iterations. A key component in our proof is the hardness condensation technique recently introduced by [Razborov '16] in the context of proof complexity. We apply this method to reduce the domain size of relational structures while maintaining the quantifier depth required to distinguish them.
Year
DOI
Venue
2016
10.1145/2933575.2934560
Electronic Colloquium on Computational Complexity (ECCC)
Keywords
DocType
Volume
First-order logic, first-order counting logic, bounded variable fragment, quantifier depth, Weisfeiler-Leman, refinement iterations, lower bounds, trade-offs, hardness condensation, XORification
Journal
abs/1608.08704
ISSN
ISBN
Citations 
1043-6871
978-1-4503-4391-6
2
PageRank 
References 
Authors
0.38
29
2
Name
Order
Citations
PageRank
Christoph Berkholz1497.03
Jakob Nordström217721.76