Graph Spectra for Complex Networks

Graph Spectra for Complex Networks

Van Mieghem, Piet

Cambridge University Press

10/2012

364

Mole

Inglês

9781107411470

15 a 20 dias

A concise and self-contained 2010 introduction to the theory of graph spectra and its applications to the study of complex networks.
Preface; Acknowledgements; 1. Introduction; Part I. Spectra of Graphs: 2. Algebraic graph theory; 3. Eigenvalues of the adjacency matrix; 4. Eigenvalues of the Laplacian Q; 5. Spectra of special types of graphs; 6. Density function of the eigenvalues; 7. Spectra of complex networks; Part II. Eigensystem and Polynomials: 8. Eigensystem of a matrix; 9. Polynomials with real coefficients; 10. Orthogonal polynomials; List of symbols; Bibliography; Index.
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