Multilayer Networks

Multilayer Networks

Structure and Function

Bianconi, Ginestra

Oxford University Press

10/2022

416

Mole

Inglês

9780192865540

15 a 20 dias

Descrição não disponível.
Part I: Single and multilayer networks
1: Complex systems as multilayer networks
Part II: Single networks
2: The structure of single networks
3: The dynamics on single networks
Part III: Multilayer networks
4: Multilayer networks in nature, society and infrastructures
5: The mathematical definition
6: Basic structural properties
7: Structural correlations of multiplex networks
8: Communities
9: Centrality measures
10: Multilayer network models
11: Interdependent multilayer networks
12: Classical percolation, generalized percolation and cascades
13: Epidemic spreading
14: Diffusion
15: Synchronization, non-linear dynamics and control
16: Opinion dynamics and game theory
Appendix A: The Barabasi Albert model: the master equation
Appendix B: Entropy and null models of single networks
Appendix C: Growing multiplex networks: the master equation
Appendix D: Percolation of interdependent networks
Appendix E: Directed percolation of interdependent networks
Appendix F: Immunization strategies on multiplex networks
Appendix G: Spectrum of the Supra-Laplacian
Part I: Single and multilayer networks
1: Complex systems as multilayer networks
Part II: Single networks
2: The structure of single networks
3: The dynamics on single networks
Part III: Multilayer networks
4: Multilayer networks in nature, society and infrastuctures
5: The mathematical definition
6: Basic structural properties
7: Structural correlations of multiplex networks
8: Communities
9: Centrality measures
10: Multilayer network models
11: Interdependent multilayer networks
12: Classical percolation, generalized percolation and cascades
13: Epidemic spreading
14: Diffusion
15: Synchronization, non-linear dynamics and control
16: Opinion dynamics and game theory
Appendix A: The Barabasi Albert model: the master equation
Appendix B: Entropy and null models of single networks
Appendix C: Growing multiplex networks: the master equation
Appendix D: Percolation of interdependent networks
Appendix E: Directed percolation of interdependent networks
Appendix F: Immunization strategies on multiplex networks
Appendix G: Spectrum of the Supra-Laplacian