Spectral Graph Theory

In mathematics, spectral graph theory is the study of properties of a graph in relationship to the characteristic polynomial, eigenvalues, and eigenvectors of matrices associated to the graph, such as its adjacency matrix or Laplacian matrix.

An undirected graph has a symmetric adjacency matrix and therefore has real eigenvalues (the multiset of which is called the graph's spectrum) and a complete set of orthonormal eigenvectors.

While the adjacency matrix depends on the vertex labeling, its spectrum is graph invariant.

Spectral graph theory is also concerned with graph parameters that are defined via multiplicites of eigenvalues of matrices associated to the graph, such as the Colin de Verdière number.

Read more about Spectral Graph Theory:  Isospectral Graphs, Historical Outline

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