Graph Spectra for Complex Networks - Brossura

Van Mieghem, Piet

Brossura

ISBN 10: 1107411475 ISBN 13: 9781107411470

Casa editrice: Cambridge University Press, 2012

Riassunto

A concise and self-contained 2010 introduction to the theory of graph spectra and its applications to the study of complex networks.

Su questo libro

Descrizione del libro

A concise and self-contained 2010 introduction to the theory of graph spectra and its applications to the study of complex networks. Covering a range of types of graphs, this guide provides the mathematical foundation needed to understand and apply spectral insight to real-world communications systems and networks.

Contenuti

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.

Dettagli dell'edizione

• Editore: Cambridge University Press
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1107411475
• ISBN 13: 9781107411470
• Rilegatura: Copertina flessibile
• Numero di pagine: 364
• Contatto del produttore: non disponibile
• Persona responsabile: Avery; https://www.avery.fr/; ; chemin des peupliers 27; Dardilly; Francia