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The Ethereal
On Computing the Multiplicity of Cycles in Bipartite Graphs Using the Degree Distribution and the Spectrum of the Graph
June 04, 2018 ยท The Ethereal ยท ๐ IEEE Transactions on Information Theory
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Authors
Ali Dehghan, Amir H. Banihashemi
arXiv ID
1806.01433
Category
cs.DM: Discrete Mathematics
Cross-listed
cs.IT
Citations
14
Venue
IEEE Transactions on Information Theory
Last Checked
2 months ago
Abstract
Counting short cycles in bipartite graphs is a fundamental problem of interest in the analysis and design of low-density parity-check (LDPC) 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 $g$ in a bi-regular bipartite graph, where $g$ 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 $g+2, \ldots, 2g-2$, for bi-regular bipartite graphs, as well as the number of $4$-cycles and $6$-cycles in irregular and half-regular bipartite graphs, with $g \geq 4$ and $g \geq 6$, respectively.
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