Multilayer Networks

Structure and Function

GINESTRA BIANCONI (Autor)

Buch | Hardcover

416 Seiten

2018
Oxford University Press (Verlag)
978-0-19-875391-9 (ISBN)

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Multilayer networks has become a central topic in Network Science. The book presents a comprehensive account of this emerging field. Multilayer networks are formed by several networks and include social networks, financial markets, multi-modal transportation systems, infrastructures, molecular networks and the brain.

Ginestra Bianconi is Reader (Associate Professor) in Applied Mathematics and Director of the MSc in Network Science at the School of Mathematical Sciences, Queen Mary University of London. Physicist by training, since 2001 she has made network theory and its applications her central subject of investigation publishing more than one hundred papers on the subject. Currently her research focuses on multilayer networks, network geometry and percolation theory.

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

Erscheinungsdatum	18.06.2018
Zusatzinfo	96 figures/illustrations
Verlagsort	Oxford
Sprache	englisch
Maße	177 x 249 mm
Gewicht	936 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Mathematik / Informatik ► Informatik ► Web / Internet
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Graphentheorie
	Naturwissenschaften ► Physik / Astronomie ► Thermodynamik
	Wirtschaft
ISBN-10	0-19-875391-8 / 0198753918
ISBN-13	978-0-19-875391-9 / 9780198753919
Zustand	Neuware