Complex Networks
Structure, Robustness and Function

Table of Contents

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.

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• Marketing Excerpt (269 KB)
• Front Matter (122 KB)
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