Algebraic Properties
Let A be the adjacency matrix of a graph. Then the graph is regular if and only if is an eigenvector of A. Its eigenvalue will be the constant degree of the graph. Eigenvectors corresponding to other eigenvalues are orthogonal to, so for such eigenvectors, we have .
A regular graph of degree k is connected if and only if the eigenvalue k has multiplicity one.
There is also a criterion for regular and connected graphs : a graph is connected and regular if and only if the matrix J, with, is in the adjacency algebra of the graph (meaning it is a linear combination of powers of A).
Let G be a k-regular graph with diameter D and eigenvalues of adjacency matrix . If G is not bipartite
where .
Read more about this topic: Regular Graph
Famous quotes containing the words algebraic and/or properties:
“I have no scheme about it,no designs on men at all; and, if I had, my mode would be to tempt them with the fruit, and not with the manure. To what end do I lead a simple life at all, pray? That I may teach others to simplify their lives?and so all our lives be simplified merely, like an algebraic formula? Or not, rather, that I may make use of the ground I have cleared, to live more worthily and profitably?”
—Henry David Thoreau (18171862)
“A drop of water has the properties of the sea, but cannot exhibit a storm. There is beauty of a concert, as well as of a flute; strength of a host, as well as of a hero.”
—Ralph Waldo Emerson (18031882)