TY - GEN
T1 - Spectrum preserving short cycle removal on regular graphs
AU - Paredes, Pedro
N1 - Publisher Copyright:
© Pedro Paredes; licensed under Creative Commons License CC-BY 4.0.
PY - 2021/3/1
Y1 - 2021/3/1
N2 - We describe a new method to remove short cycles on regular graphs while maintaining spectral bounds (the nontrivial eigenvalues of the adjacency matrix), as long as the graphs have certain combinatorial properties. These combinatorial properties are related to the number and distance between short cycles and are known to happen with high probability in uniformly random regular graphs. Using this method we can show two results involving high girth spectral expander graphs. First, we show that given d ≥ 3 and n, there exists an explicit distribution of d-regular Θ(n)-vertex graphs where with high probability its samples have girth Ω(logd-1 n) and are ϵ-near-Ramanujan; i.e., its eigenvalues are bounded in magnitude by 2√ d - 1 + ϵ (excluding the single trivial eigenvalue of d). Then, for every constant d ≥ 3 and ϵ> 0, we give a deterministic poly(n)-time algorithm that outputs a d-regular graph on Θ(n)-vertices that is ϵ-near-Ramanujan and has girth Ω(√log n), based on the work of [26].
AB - We describe a new method to remove short cycles on regular graphs while maintaining spectral bounds (the nontrivial eigenvalues of the adjacency matrix), as long as the graphs have certain combinatorial properties. These combinatorial properties are related to the number and distance between short cycles and are known to happen with high probability in uniformly random regular graphs. Using this method we can show two results involving high girth spectral expander graphs. First, we show that given d ≥ 3 and n, there exists an explicit distribution of d-regular Θ(n)-vertex graphs where with high probability its samples have girth Ω(logd-1 n) and are ϵ-near-Ramanujan; i.e., its eigenvalues are bounded in magnitude by 2√ d - 1 + ϵ (excluding the single trivial eigenvalue of d). Then, for every constant d ≥ 3 and ϵ> 0, we give a deterministic poly(n)-time algorithm that outputs a d-regular graph on Θ(n)-vertices that is ϵ-near-Ramanujan and has girth Ω(√log n), based on the work of [26].
KW - High Girth Regular Graphs
KW - Ramanujan Graphs
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U2 - 10.4230/LIPIcs.STACS.2021.55
DO - 10.4230/LIPIcs.STACS.2021.55
M3 - Conference contribution
AN - SCOPUS:85115269010
T3 - Leibniz International Proceedings in Informatics, LIPIcs
BT - 38th International Symposium on Theoretical Aspects of Computer Science, STACS 2021
A2 - Blaser, Markus
A2 - Monmege, Benjamin
PB - Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
T2 - 38th International Symposium on Theoretical Aspects of Computer Science, STACS 2021
Y2 - 16 March 2021 through 19 March 2021
ER -