Complex Networks: Structure, Robustness and Function
Autor Reuven Cohen, Shlomo Havlinen Limba Engleză Hardback – 7 iul 2010
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Specificații
ISBN-13: 9780521841566
ISBN-10: 0521841569
Pagini: 248
Ilustrații: 56 b/w illus. 65 exercises
Dimensiuni: 193 x 253 x 16 mm
Greutate: 0.7 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
ISBN-10: 0521841569
Pagini: 248
Ilustrații: 56 b/w illus. 65 exercises
Dimensiuni: 193 x 253 x 16 mm
Greutate: 0.7 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom
Cuprins
1. Introduction; Part I. Random Network Models: 2. The Erdos–Renyi models; 3. Observations in real-world networks; 4. Models for complex networks; 5. Growing network models; Part II. Structure and Robustness of Complex Networks: 6. Distances in scale-free networks: the ultra small world; 7. Self-similarity in complex networks; 8. Distances in geographically embedded networks; 9. The network's structure - the generating function method; 10. Percolation on complex networks; 11. Structure of random directed networks - the bow tie; 12. Introducing weights: bandwidth allocation and multimedia broadcasting; Part III. Network Function: Dynamics and Applications: 13. Optimization of the network structure; 14. Epidemiological models; 15. Immunization; 16. Thermodynamic models on networks; 17. Spectral properties, transport, diffusion and dynamics; 18. Searching in networks; 19. Biological networks and network motifs; Part Appendix A. Probability theoretical methods; Appendix B. Asymptotics and orders of magnitude; Appendix C. Algorithms for network simulation and investigation; References; Index.
Notă biografică
Descriere
Graduate-level textbook examining important results and analytical techniques through a step-by-step presentation of the structure and function of complex networks.