Elementary Number Theory, Group Theory and Ramanujan Graphs
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| Publisher | Cambridge University Press |
|---|---|
Publication date | January 2003 |
| ISBN | 9780521531436 |
Elementary Number Theory, Group Theory and Ramanujan Graphs is a book in mathematics whose goal is to make the construction of Ramanujan graphs accessible to undergraduate-level mathematics students. In order to do so, it covers several other significant topics in graph theory, number theory, and group theory. It was written by Giuliana Davidoff, Peter Sarnak, and Alain Valette, and published in 2003 by the Cambridge University Press, as volume 55 of the London Mathematical Society Student Texts book series.
In graph theory, expander graphs are undirected graphs with high connectivity: every small-enough subset of vertices has many edges connecting it to the remaining parts of the graph. Sparse expander graphs have many important applications in computer science, including the development of error correcting codes, the design of sorting networks, and the derandomization of randomized algorithms. For these applications, the graph must be constructed explicitly, rather than merely having its existence proven.[1][2]
One way to show that a graph is an expander is to study the eigenvalues of its adjacency matrix. For an -regular graph, these are real numbers in the interval , and the largest eigenvalue (corresponding to the all-1s eigenvector) is exactly . The spectral expansion of the graph is defined from the difference between the largest and second-largest eigenvalues, the spectral gap, which controls how quickly a random walk on the graph settles to its stable distribution; this gap can be at most . The Ramanujan graphs are defined as the graphs that are optimal from the point of view of spectral expansion: they are -regular graphs whose spectral gap is exactly .[3]
Although Ramanujan graphs with high degree, such as the complete graphs, are easy to construct, expander graphs of low degree are needed for the applications of these graphs. Several constructions of low-degree Ramanujan graphs are now known, the first of which were by Lubotzky, Phillips & Sarnak (1988) and Margulis (1988).[3][4][5] Reviewer Jürgen Elstrod writes that "while the description of these graphs is elementary, the proof that they have the desired properties is not". Elementary Number Theory, Group Theory and Ramanujan Graphs aims to make as much of this theory accessible at an elementary level as possible.[3]