On the Complexity of L-reachability

Abstract

We initiate a complexity theoretic study of the language based reachability problem (L-reach) : Fix a language L. Given a graph whose edges are labelled with alphabet symbols and two special vertices s and t, test if there is path P from s to t in the graph such that the concatenation of the symbols seen from s to t in the path P forms a string in the language L. We study variants of this problem with different graph classes and different language classes and obtain complexity theoretic characterisations for all of them. Our main results are the following: Restricting the language using formal language theory we show that the complexity of L-reachability increases with the power of the formal language class. We show that there is a regular language for which the L-reachability problem is NLOG-complete even for undirected graphs. In the case of linear languages, the complexity of L-reach does not go beyond the complexity of L itself. Further, there is a deterministic context-free language L for which L-DagReach is LogCFL-complete. We use L-reachability as a lens to study structural complexity. In this direction we show that there is a language A in L for which A-DagReach is NP-complete. Using this we show that P vs NP question is equivalent to P vs DagReach − 1 P question. This leads to the intriguing possibility that by proving DagReach − 1 P is contained in some subclass of P, we can prove an upward translation of separation of complexity classes. Note that we do not know a way to upward translate the separation of complexity classes. KeywordsComplexity ClassRegular LanguageGraph ClassSatisfying AssignmentReachability ProblemThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.