Spectral graph theory is the study of the properties of a graph through the eigenvalues and eigenvectors of matrices associated with it, such as the adjacency matrix or the Laplacian matrix. This area of mathematics connects graph theory with linear algebra, offering insights into the structure and behavior of graphs, especially in terms of connectivity, expansion properties, and clustering behavior.
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