Interlacing Families Iv: Bipartite Ramanujan Graphs Of All Sizes

FOCS(2018)

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摘要
We prove that there exist bipartite Ramanujan graphs of every degree and every number of vertices. The proof is based on an analysis of the expected characteristic polynomial of a union of random perfect matchings and involves three ingredients: (1) a formula for the expected characteristic polynomial of the sum of a regular graph with a random permutation of another regular graph, (2) a proof that this expected polynomial is real-rooted and that the family of polynomials considered in this sum is an interlacing family, and (3) strong bounds on the roots of the expected characteristic polynomial of a union of random perfect matchings, established using the framework of finite free convolutions introduced recently by the authors.
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关键词
expander graphs,free probability,interlacing,random graphs,random matrices
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