Interlacing Families I: Bipartite Ramanujan Graphs of All Degrees

被引:48
作者
Marcus, Adam [1 ]
Spielman, Daniel A. [1 ]
Srivastava, Nikhil [2 ]
机构
[1] Yale Univ, New Haven, CT 06520 USA
[2] Microsoft Res, Bangalore, Karnataka, India
来源
2013 IEEE 54TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE (FOCS) | 2013年
关键词
Ramanujan Graph; Matching Polynomial; Lifts of Graphs; EXPANDER CODES; RANDOM LIFTS; STABLE POLYNOMIALS; SPECTRA; HYPERGRAPHS; MATCHINGS; SYSTEMS; THEOREM;
D O I
10.1109/FOCS.2013.63
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We prove that there exist infinite families of regular bipartite Ramanujan graphs of every degree bigger than 2. We do this by proving a variant of a conjecture of Bilu and Linial about the existence of good 2-lifts of every graph. We also establish the existence of infinite families of `irregular Ramanujan' graphs, whose eigenvalues are bounded by the spectral radius of their universal cover. Such families were conjectured to exist by Linial and others. In particular, we prove the existence of infinite families of (c, d)-biregular bipartite graphs with all non-trivial eigenvalues bounded by root c-1 broken vertical bar root d-1, for all c, d >= 3. Our proof exploits a new technique for demonstrating the existence of useful combinatorial objects that we call the "method of interlacing polynomials".
引用
收藏
页码:529 / 537
页数:9
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