Simple Reductions from Formula-SAT to Pattern Matching on Labeled Graphs and Subtree Isomorphism

August 26, 2020 ยท The Ethereal ยท ๐Ÿ› SIAM Symposium on Simplicity in Algorithms

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Daniel Gibney, Gary Hoppenworth, Sharma V. Thankachan arXiv ID 2008.11786 Category cs.CC: Computational Complexity Cross-listed cs.DS Citations 18 Venue SIAM Symposium on Simplicity in Algorithms Last Checked 2 months ago
Abstract
The CNF formula satisfiability problem (CNF-SAT) has been reduced to many fundamental problems in P to prove tight lower bounds under the Strong Exponential Time Hypothesis (SETH). Recently, the works of Abboud, Hansen, Vassilevska W. and Williams (STOC 16), and later, Abboud and Bringmann (ICALP 18) have proposed basing lower bounds on the hardness of general boolean formula satisfiability (Formula-SAT). Reductions from Formula-SAT have two advantages over the usual reductions from CNF-SAT: (1) conjectures on the hardness of Formula-SAT are arguably much more plausible than those of CNF-SAT, and (2) these reductions give consequences even for logarithmic improvements in a problems upper bounds. Here we give tight reductions from Formula-SAT to two more problems: pattern matching on labeled graphs (PMLG) and subtree isomorphism. Previous reductions from Formula-SAT were to sequence alignment problems such as Edit Distance, LCS, and Frechet Distance and required some technical work. This paper uses ideas similar to those used previously, but in a decidedly simpler setting, helping to illustrate the most salient features of the underlying techniques.
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