A Lower Bound on Cycle-Finding in Sparse Digraphs

July 28, 2019 Β· Declared Dead Β· πŸ› ACM-SIAM Symposium on Discrete Algorithms

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Authors Xi Chen, Tim Randolph, Rocco A. Servedio, Timothy Sun arXiv ID 1907.12106 Category cs.DS: Data Structures & Algorithms Citations 2 Venue ACM-SIAM Symposium on Discrete Algorithms Last Checked 4 months ago
Abstract
We consider the problem of finding a cycle in a sparse directed graph $G$ that is promised to be far from acyclic, meaning that the smallest feedback arc set in $G$ is large. We prove an information-theoretic lower bound, showing that for $N$-vertex graphs with constant outdegree any algorithm for this problem must make $\tildeΞ©(N^{5/9})$ queries to an adjacency list representation of $G$. In the language of property testing, our result is an $\tildeΞ©(N^{5/9})$ lower bound on the query complexity of one-sided algorithms for testing whether sparse digraphs with constant outdegree are far from acyclic. This is the first improvement on the $Ξ©(\sqrt{N})$ lower bound, implicit in Bender and Ron, which follows from a simple birthday paradox argument.
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