Ramanujan Coverings of Graphs
Title | Ramanujan Coverings of Graphs |
Publication Type | Conference Paper |
Year of Publication | 2016 |
Authors | Hall, Chris, Puder, Doron, Sawin, William F. |
Conference Name | Proceedings of the Forty-eighth Annual ACM Symposium on Theory of Computing |
Publisher | ACM |
Conference Location | New York, NY, USA |
ISBN Number | 978-1-4503-4132-5 |
Keywords | expander graphs, graph coverings, graph lifts, graph theory, Human Behavior, interlacing polynomials, malware analysis, matching polynomial, Metrics, privacy, pubcrawl, Ramanujan graphs, Resiliency |
Abstract | Let G be a finite connected graph, and let r be the spectral radius of its universal cover. For example, if G is k-regular then r=2k1. We show that for every r, there is an r-covering (a.k.a. an r-lift) of G where all the new eigenvalues are bounded from above by r. It follows that a bipartite Ramanujan graph has a Ramanujan r-covering for every r. This generalizes the r=2 case due to Marcus, Spielman and Srivastava (2013). Every r-covering of G corresponds to a labeling of the edges of G by elements of the symmetric group Sr. We generalize this notion to labeling the edges by elements of various groups and present a broader scenario where Ramanujan coverings are guaranteed to exist. In particular, this shows the existence of richer families of bipartite Ramanujan graphs than was known before. Inspired by Marcus-Spielman-Srivastava, a crucial component of our proof is the existence of interlacing families of polynomials for complex reflection groups. The core argument of this component is taken from Marcus-Spielman-Srivastava (2015). Another important ingredient of our proof is a new generalization of the matching polynomial of a graph. We define the r-th matching polynomial of G to be the average matching polynomial of all r-coverings of G. We show this polynomial shares many properties with the original matching polynomial. For example, it is real rooted with all its roots inside [r,r]. |
URL | http://doi.acm.org/10.1145/2897518.2897574 |
DOI | 10.1145/2897518.2897574 |
Citation Key | hall_ramanujan_2016 |