DocumentCode
3710115
Title
Interlacing Families IV: Bipartite Ramanujan Graphs of All Sizes
Author
Adam W. Marcus;Daniel A. Spielman;Nikhil Srivastava
Author_Institution
Princeton Univ., Princeton, NJ, USA
fYear
2015
Firstpage
1358
Lastpage
1377
Abstract
We prove that there exist bipartite Ramanujan graphs of every degree and every number of vertices. The proof is based on analyzing 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.
Keywords
"Polynomials","Eigenvalues and eigenfunctions","Bipartite graph","Context","Symmetric matrices","Computer science"
Publisher
ieee
Conference_Titel
Foundations of Computer Science (FOCS), 2015 IEEE 56th Annual Symposium on
ISSN
0272-5428
Type
conf
DOI
10.1109/FOCS.2015.87
Filename
7354461
Link To Document