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On Computing the Multiplicity of Cycles in Bipartite Graphs Using the Degree Distribution and the Spectrum of the Graph.

Authors :
Dehghan, Ali
Banihashemi, Amir H.
Source :
IEEE Transactions on Information Theory; Jun2019, Vol. 65 Issue 6, p3778-3789, 12p
Publication Year :
2019

Abstract

Counting short cycles in bipartite graphs is a fundamental problem of interest in the analysis and design of low-density parity-check codes. The vast majority of research in this area is focused on algorithmic techniques. Most recently, Blake and Lin proposed a computational technique to count the number of cycles of length $\boldsymbol {g}$ in a bi-regular bipartite graph, where $\boldsymbol {g}$ is the girth of the graph. The information required for the computation is the node degree and the multiplicity of the nodes on both sides of the partition, as well as the eigenvalues of the adjacency matrix of the graph (graph spectrum). In this paper, the result of Blake and Lin is extended to compute the number of cycles of length $\boldsymbol {g} + \textbf {2}, \ldots, \textbf {2}\boldsymbol {g}-\textbf {2}$ , for bi-regular bipartite graphs, as well as the number of 4-cycles and 6-cycles in irregular and half-regular bipartite graphs, with $\boldsymbol {g} \geq \textbf {4}$ and $\boldsymbol {g} \geq \textbf {6}$ , respectively. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189448
Volume :
65
Issue :
6
Database :
Complementary Index
Journal :
IEEE Transactions on Information Theory
Publication Type :
Academic Journal
Accession number :
136543524
Full Text :
https://doi.org/10.1109/TIT.2019.2895356