Graph Spectra for Complex Networks

BookGraphSpectraCN
Cambridge University Press, Second edition, 2023

Contents of the second edition

  1. Introduction

    2. Part I: Spectra of Graphs
  2. Algebraic graph theory
  3. Eigenvalues of the adjacency matrix
  4. Eigenvalues of the Laplacian Q
  5. Effective resistance matrix
  6. Spectra of special types of graphs
  7. Density function of the eigenvalues
  8. Spectra of complex networks

    9. Part II: Eigensystem
  9. Topics in linear algebra
  10. Eigensystem of a matrix

    11. Part III: Polynomials
  11. Polynomials with real coefficients
  12. Orthogonal polynomials
  • Bibliography
  • Index

The first edition (2011) of Graph Spectra for Complex Networks.