Graph Spectra for Complex Networks
Cambridge University Press, Second edition, 2023
Contents of the second edition
Introduction
Part I: Spectra of Graphs
Algebraic graph theory
Eigenvalues of the adjacency matrix
Eigenvalues of the Laplacian Q
Effective resistance matrix
Spectra of special types of graphs
Density function of the eigenvalues
Spectra of complex networks
Part II: Eigensystem
Topics in linear algebra
Eigensystem of a matrix
Part III: Polynomials
Polynomials with real coefficients
Orthogonal polynomials
Bibliography
Index
The first edition (2011) of Graph Spectra for Complex Networks.